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ORCIDHak-Keung Lam
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- affiliation: King's College London, Department of Informatics, UK
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2020 – today
- 2024
[j328]Feng Zhang
, Chengbin Xuan, Hak-Keung Lam:
An obstacle avoidance-specific reinforcement learning method based on fuzzy attention mechanism and heterogeneous graph neural networks. Eng. Appl. Artif. Intell. 130: 107764 (2024)- [j327]Ziguang Wang, Aiwen Meng, Hak-Keung Lam, Bo Xiao, Zhiquan Li:
Stability and Stabilization of Fuzzy Event-Triggered Control for Positive Nonlinear Systems. Int. J. Fuzzy Syst. 26(2): 418-433 (2024) - [j326]Yujia Xu, Hak-Keung Lam, Xinqi Bao, Yuhan Wang:
Learning group-wise spatial attention and label dependencies for multi-task thoracic disease classification. Neurocomputing 573: 127228 (2024) - [j325]Wei Zheng, Zhiming Zhang, Hak-Keung Lam, Fuchun Sun, Shuhuan Wen:
Robust stabilization for networked systems with transmission delay via integral Lyapunov functional and congruence transformation method. Inf. Sci. 666: 120190 (2024) - [j324]Ziyu Zhang, Xinsong Yang, Hak-Keung Lam, Zhengrong Xiang:
Event-triggered control for switched systems with sensor faults via adaptive fuzzy observer. Math. Comput. Simul. 221: 244-259 (2024) - [j323]Ozge Cagcag Yolcu, Hak-Keung Lam, Ufuk Yolcu:
Short-term load forecasting: cascade intuitionistic fuzzy time series - univariate and bivariate models. Neural Comput. Appl. 36(32): 20167-20192 (2024) - [j322]Yong Ren, Zhijie Liu, Zhijia Zhao, Hak-Keung Lam:
Adaptive Active Anti-Vibration Control for a 3-D Helicopter Flexible Slung-Load System With Input Saturations and Backlash. IEEE Trans. Aerosp. Electron. Syst. 60(1): 320-333 (2024) - [j321]Guozeng Cui, Hui Xu, Jinpeng Yu, Hak-Keung Lam:
Event-Triggered Distributed Fixed-Time Adaptive Attitude Control With Prescribed Performance for Multiple QUAVs. IEEE Trans Autom. Sci. Eng. 21(3): 4471-4481 (2024) - [j320]Yingnan Pan, Weiyu Ji, Hak-Keung Lam, Liang Cao:
An Improved Predefined-Time Adaptive Neural Control Approach for Nonlinear Multiagent Systems. IEEE Trans Autom. Sci. Eng. 21(4): 6311-6320 (2024) - [j319]Yinghong Zhao, Likui Wang, Xiangpeng Xie, Hak-Keung Lam:
Finite-Time Asynchronous Switching Control for Fuzzy Markov Jump Systems by Applying Polynomial Membership Functions. IEEE Trans. Circuits Syst. I Regul. Pap. 71(12): 5607-5617 (2024) - [j318]Junhao Su, Hak-Keung Lam, Jiapeng Liu, Jinpeng Yu:
Fuzzy Observer-Based Command Filtered Adaptive Control of Flexible Joint Robots With Time-Varying Output Constraints. IEEE Trans. Circuits Syst. II Express Briefs 71(9): 4251-4255 (2024) - [j317]Sai Zhou, Jun Song, Hak-Keung Lam, Shuping He, Zhiru Cao:
Coding-Decoding-Based Sliding Mode Control for Markovian Jump Systems Under Constrained Bit Rate: An Adaptive Quantizer Approach. IEEE Trans. Control. Netw. Syst. 11(1): 257-270 (2024) - [j316]Jing Xu, Chenhao Cai, Yugang Niu, Hak-Keung Lam:
Genetic-Algorithm-Assisted Self-Scheduled Multidelay PIR Control: Experiments in a Car-Like Vehicle System. IEEE Trans. Cybern. 54(1): 39-49 (2024) - [j315]Hongying Zhou, Hak-Keung Lam, Bo Xiao, Chengbin Xuan:
Integrated Fault-Tolerant Control Design With Sampled-Output Measurements for Interval Type-2 Takagi-Sugeno Fuzzy Systems. IEEE Trans. Cybern. 54(9): 5068-5077 (2024) - [j314]Shun-Hung Tsai, Wen-Hsin Lee, Kazuo Tanaka, Ying-Jen Chen, Hak-Keung Lam:
Polynomial Fuzzy Observer-Based Feedback Control for Nonlinear Hyperbolic PDEs Systems. IEEE Trans. Cybern. 54(9): 5257-5269 (2024) - [j313]Likui Wang, Bo Zheng, Xiangpeng Xie, Hak-Keung Lam:
New Stability Criterion for Positive Impulsive Fuzzy Systems by Applying Polynomial Impulse-Time-Dependent Method. IEEE Trans. Cybern. 54(9): 5473-5482 (2024) - [j312]Xiaomiao Li, Yannan Shan, Hak-Keung Lam, Zhiyong Bao, Jundong Zhao:
Exponential Stabilization of Polynomial Fuzzy Positive Switched Systems With Time Delay Considering MDADT Switching Signal. IEEE Trans. Fuzzy Syst. 32(1): 174-187 (2024) - [j311]Wei Yang, Hak-Keung Lam, Guozeng Cui, Jinpeng Yu:
Command Filter-Based Adaptive Optimal Control of Uncertain Nonlinear Systems With Quantized Input. IEEE Trans. Fuzzy Syst. 32(1): 343-348 (2024) - [j310]Likui Wang, Yinghong Zhao, Xiangpeng Xie, Hak-Keung Lam:
A Switching Asynchronous Control Approach for Takagi-Sugeno Fuzzy Markov Jump Systems With Time-Varying Delay. IEEE Trans. Fuzzy Syst. 32(2): 595-606 (2024) - [j309]Xiaomiao Li, Xiaoxiao Wang, Fucai Liu, Hak-Keung Lam, Yuehao Du:
Stability Analysis and Event-Triggered Control for IT2 Discrete-Time Positive Polynomial Fuzzy Networked Control Systems With Time Delay. IEEE Trans. Fuzzy Syst. 32(3): 1346-1358 (2024) - [j308]Wenhai Qi, Jichao Zhang, Ju H. Park, Hak-Keung Lam, Jun Cheng:
Fuzzy SMC for Discrete Nonlinear Singularly Perturbed Models With Semi-Markovian Switching Parameters. IEEE Trans. Fuzzy Syst. 32(4): 1810-1820 (2024) - [j307]Jun-Wei Wang, Yun Feng, Stevan Dubljevic, Hak-Keung Lam:
Spatiotemporal Fuzzy-Observer-Based Feedback Control for Networked Parabolic PDE Systems. IEEE Trans. Fuzzy Syst. 32(5): 2625-2638 (2024) - [j306]Hongjing Liang, Wenzhe Wang, Yingnan Pan, Hak-Keung Lam, Jiayue Sun:
Synchronous MDADT-Based Fuzzy Adaptive Tracking Control for Switched Multiagent Systems via Modified Self-Triggered Mechanism. IEEE Trans. Fuzzy Syst. 32(5): 2876-2889 (2024) - [j305]Zhixiong Zhong, Hak-Keung Lam, Michael V. Basin, Xiao-Jun Zeng:
Fuzzy Neural Network-Based Adaptive Sliding-Mode Descriptor Observer. IEEE Trans. Fuzzy Syst. 32(6): 3342-3354 (2024) - [j304]Linghuan Kong, Zhijie Liu, Zhijia Zhao, Hak-Keung Lam:
Observer-Based Fuzzy Tracking Control for an Unmanned Aerial Vehicle With Communication Constraints. IEEE Trans. Fuzzy Syst. 32(6): 3368-3380 (2024) - [j303]Tao Wu, Jinde Cao, Choon Ki Ahn, Lianglin Xiong, Yang Liu, Hak-Keung Lam:
Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks. IEEE Trans. Fuzzy Syst. 32(6): 3433-3443 (2024) - [j302]Yuanbao Dong, Hak-Keung Lam, Jiapeng Liu, Jinpeng Yu:
Command Filter-Based Finite-Time Constraint Control for Flexible Joint Robots Stochastic System With Unknown Dead Zones. IEEE Trans. Fuzzy Syst. 32(10): 5836-5844 (2024) - [j301]Tao Wu, Jinde Cao, Lianglin Xiong, Ju H. Park, Hak-Keung Lam:
Reinforcement Learning for Fuzzy Structured Adaptive Optimal Control of Discrete-Time Nonlinear Complex Networks. IEEE Trans. Fuzzy Syst. 32(11): 6035-6043 (2024) - [j300]Zhenhua Li, Hongtian Chen, Hak-Keung Lam, Wentao Wu, Weidong Zhang:
Switched Command-Filtered-Based Adaptive Fuzzy Output-Feedback Funnel Control for Switched Nonlinear MIMO-Delayed Systems. IEEE Trans. Fuzzy Syst. 32(11): 6560-6572 (2024) - [j299]Jin-Feng Zhang, Jun-Wei Wang, Hak-Keung Lam, Han-Xiong Li:
Boundary Output Tracking of Nonlinear Parabolic Differential Systems via Fuzzy PID Control. IEEE Trans. Fuzzy Syst. 32(12): 6863-6877 (2024) - [j298]Huadi Shan, Yulian Jiang, Hongjing Liang, Shenquan Wang, Hak-Keung Lam:
Fuzzy Adaptive Containment Control for Nonlinear Multi-Manipulator Systems With Actuator Faults and Predefined Accuracy. IEEE Trans. Netw. Sci. Eng. 11(2): 1510-1523 (2024) - [j297]Zhixiong Zhong, Hak-Keung Lam, Hao Ying, Ge Xu:
CMAC-Based SMC for Uncertain Descriptor Systems Using Reachable Set Learning. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 693-703 (2024) - [j296]Zahra Namadchian, Afshin Shoeibi, Assef Zare, Juan Manuel Górriz, Hak-Keung Lam, Sai Ho Ling:
Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1755-1767 (2024) - [j295]Yinghong Zhao, Likui Wang, Xiangpeng Xie, Jiayue Hou, Hak-Keung Lam:
Double Asynchronous Switching Control for Takagi-Sugeno Fuzzy Markov Jump Systems via Adaptive Event-Triggered Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 2978-2989 (2024) - [j294]Rui Qi, Hak-Keung Lam, Jiapeng Liu, Jinpeng Yu:
Adaptive Fuzzy Finite-Time Singular Perturbation Control for Flexible Joint Manipulators With State Constraints. IEEE Trans. Syst. Man Cybern. Syst. 54(12): 7521-7527 (2024) - [c75]Hongli Zhong, Zhixiong Zhong, Zhijie Huan, Hak-Keung Lam:
A Dual-Loop Sliding-Mode Scheme for Uncertain Nonlinear Systems*. ACC 2024: 3094-3099 - [c74]Qing Lin, Dino Oglic, Hak-Keung Lam, Michael J. Curtis, Zoran Cvetkovic:
A Hybrid GCN-LSTM Model for Ventricular Arrhythmia Classification Based on ECG Pattern Similarity. EMBC 2024: 1-4 - 2023
- [j293]Yuhan Wang, Hak-Keung Lam, Yujia Xu, Faliang Yin, Kun Qian:
Multi-task learning framework to predict the status of central venous catheter based on radiographs. Artif. Intell. Medicine 146: 102721 (2023) - [j292]Shaoyang Hua, Congqing Wang, Hak-Keung Lam, Shuhuan Wen:
An incremental learning method with hybrid data over/down-sampling for sEMG-based gesture classification. Biomed. Signal Process. Control. 83: 104613 (2023) - [j291]Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao:
Improving COVID-19 CT classification of CNNs by learning parameter-efficient representation. Comput. Biol. Medicine 152: 106417 (2023) - [j290]Shuhuan Wen, Wen Long Zhen, Tao Wang, Jianhua Chen, Hak-Keung Lam, Qian Shi, Zekai Li:
Research on obstacle avoidance of robotic manipulators based on Ddpg and Transfer Learning. Int. J. Robotics Autom. 38(2): 136-147 (2023) - [j289]Bo Xiao, Hak-Keung Lam, Rathinasamy Sakthivel:
Interval type-2 fuzzy-model-based control design and membership-functions-dependent analysis. Int. J. Syst. Sci. 54(15): 2837-2839 (2023) - [j288]Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. Inf. Fusion 90: 364-381 (2023) - [j287]Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Sai Ho Ling, Abbas Khosravi, Hamid Alinejad-Rokny, Hak-Keung Lam, Matthew Fuller-Tyszkiewicz, U. Rajendra Acharya, Donovan Anderson, Yudong Zhang, Juan Manuel Górriz:
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. Inf. Fusion 93: 85-117 (2023) - [j286]Xiuming Yao, Zhe Sun, Hak-Keung Lam:
Uncertain Disturbance Attenuation and Rejection for Interval Type-2 Fuzzy Systems via Disturbance Observer. Inf. Sci. 619: 340-357 (2023) - [j285]Xueheng Hu, Shuhuan Wen, Hak-Keung Lam:
Improvement accuracy in deep learning: An increasing neurons distance approach with the penalty term of loss function. Inf. Sci. 644: 119268 (2023) - [j284]Yuhan Wang, Hak-Keung Lam, Zeng-Guang Hou, Rui-Qi Li, Xiao-Liang Xie, Shi-Qi Liu:
High-resolution feature based central venous catheter tip detection network in X-ray images. Medical Image Anal. 88: 102876 (2023) - [j283]Yang An, Hak-Keung Lam, Sai Ho Ling:
Multi-classification for EEG motor imagery signals using data evaluation-based auto-selected regularized FBCSP and convolutional neural network. Neural Comput. Appl. 35(16): 12001-12027 (2023) - [j282]Ziwei Wang, Hak-Keung Lam, Yao Guo, Bo Xiao, Yanan Li, Xiaojie Su, Eric M. Yeatman, Etienne Burdet:
Adaptive Event-Triggered Control for Nonlinear Systems With Asymmetric State Constraints: A Prescribed-Time Approach. IEEE Trans. Autom. Control. 68(6): 3625-3632 (2023) - [j281]Zhijie Liu, Jun Shi, Yakun He, Zhijia Zhao, Hak-Keung Lam:
Adaptive Fuzzy Control for a Spatial Flexible Hose System With Dynamic Event-Triggered Mechanism. IEEE Trans. Aerosp. Electron. Syst. 59(2): 1156-1167 (2023) - [j280]Jing Xu, Yugang Niu, Hak-Keung Lam:
Adaptive Distributed Attitude Consensus of a Heterogeneous Multiagent Quadrotor System: Singular Perturbation Approach. IEEE Trans. Aerosp. Electron. Syst. 59(6): 9722-9732 (2023) - [j279]Bo Xiao, Hak-Keung Lam, Chengbin Xuan, Ziwei Wang, Eric M. Yeatman:
Optimization for Interval Type-2 Polynomial Fuzzy Systems: A Deep Reinforcement Learning Approach. IEEE Trans. Artif. Intell. 4(5): 1269-1280 (2023) - [j278]Jun Cheng, Shan Liu, Hak-Keung Lam, Huaicheng Yan, Dan Zhang:
Sliding Mode Control for Fuzzy Singularly Perturbed Systems With Improved Protocol. IEEE Trans. Circuits Syst. II Express Briefs 70(8): 3039-3043 (2023) - [j277]Wenqiang Ji, Jianbin Qiu, Hak-Keung Lam:
Fuzzy-Affine-Model-Based Sliding-Mode Control for Discrete-Time Nonlinear 2-D Systems via Output Feedback. IEEE Trans. Cybern. 53(2): 979-987 (2023) - [j276]Meng Wang, Hak-Keung Lam, Jianbin Qiu, Huaicheng Yan, Zhichen Li:
Fuzzy-Affine-Model-Based Filtering Design for Continuous-Time Roesser-Type 2-D Nonlinear Systems. IEEE Trans. Cybern. 53(5): 3220-3230 (2023) - [j275]Yekai Yang, Yugang Niu, Hak-Keung Lam:
Sliding-Mode Control for Interval Type-2 Fuzzy Systems: Event-Triggering WTOD Scheme. IEEE Trans. Cybern. 53(6): 3771-3781 (2023) - [j274]Yi Zeng, Hak-Keung Lam, Bo Xiao, Ligang Wu:
Tracking Control for Nonlinear Systems With Actuator Saturation via Interval Type-2 T-S Fuzzy Framework. IEEE Trans. Cybern. 53(11): 7085-7094 (2023) - [j273]Zhiyong Bao, Hak-Keung Lam, Yong Peng, Fucai Liu, Kamyar Mehran:
Stability and Stabilization of Polynomial Fuzzy-Model-Based Switched Nonlinear Systems Under MDADT Switching Signal. IEEE Trans. Fuzzy Syst. 31(1): 1-13 (2023) - [j272]Hongjing Liang, Lei Chen, Yingnan Pan, Hak-Keung Lam:
Fuzzy-Based Robust Precision Consensus Tracking for Uncertain Networked Systems With Cooperative-Antagonistic Interactions. IEEE Trans. Fuzzy Syst. 31(4): 1362-1376 (2023) - [j271]Zhen Liu, Jinpeng Yu, Hak-Keung Lam:
Passivity-Based Adaptive Fuzzy Control for Stochastic Nonlinear Switched Systems via T-S Fuzzy Modeling. IEEE Trans. Fuzzy Syst. 31(4): 1401-1408 (2023) - [j270]Jianbin Qiu, Wenqiang Ji, Hak-Keung Lam:
A New Design of Fuzzy Affine Model-Based Output Feedback Control for Discrete-Time Nonlinear Systems. IEEE Trans. Fuzzy Syst. 31(5): 1434-1444 (2023) - [j269]Tao Wu, Sergey Gorbachev, Hak-Keung Lam, Ju H. Park, Lianglin Xiong, Jinde Cao:
Adaptive Event-Triggered Space-Time Sampled-Data Synchronization for Fuzzy Coupled RDNNs Under Hybrid Random Cyberattacks. IEEE Trans. Fuzzy Syst. 31(6): 1855-1869 (2023) - [j268]Guangtao Ran, Zhan Shu, Hak-Keung Lam, Jian Liu, Chuanjiang Li:
Dissipative Tracking Control of Nonlinear Markov Jump Systems With Incomplete Transition Probabilities: A Multiple-Event-Triggered Approach. IEEE Trans. Fuzzy Syst. 31(7): 2389-2400 (2023) - [j267]Changtao He, Rongqiang Tang, Hak-Keung Lam, Jinde Cao, Xinsong Yang:
Mode-Dependent Event-Triggered Output Control for Switched T-S Fuzzy Systems With Stochastic Switching. IEEE Trans. Fuzzy Syst. 31(8): 2581-2592 (2023) - [j266]Xiaoling Wang, Jiapeng Liu, Hak-Keung Lam, Jinpeng Yu:
Fuzzy-Model-Based Dynamic Event-Triggered Control in Sensor-to-Controller Channel for Nonlinear Strict-Feedback System via Command Filter. IEEE Trans. Fuzzy Syst. 31(8): 2761-2772 (2023) - [j265]Jing Xu, Yugang Niu, Hak-Keung Lam:
Nonperiodic Multirate Sampled-Data Fuzzy Control of Singularly Perturbed Nonlinear Systems. IEEE Trans. Fuzzy Syst. 31(9): 2891-2903 (2023) - [j264]Liheng Chen, Yongjie Tan, Yanzheng Zhu, Hak-Keung Lam:
Fault Reconstruction for Continuous-Time Switched Nonlinear Systems via Adaptive Fuzzy Observer Design. IEEE Trans. Fuzzy Syst. 31(9): 3235-3247 (2023) - [j263]Chenyi Si, Hak-Keung Lam, Jiapeng Liu, Jinpeng Yu:
Event-Triggered Adaptive Fuzzy Finite-Time Output Feedback Control for Stochastic Nonlinear Systems With Input and Output Constraints. IEEE Trans. Fuzzy Syst. 31(10): 3555-3566 (2023) - [j262]Wenhai Qi, Ning Zhang, Ju H. Park, Hak-Keung Lam, Jun Cheng:
Protocol-Based SMC for Interval Type-2 Fuzzy Semi-Markovian Jumping Systems With Channel Fading. IEEE Trans. Fuzzy Syst. 31(11): 3775-3786 (2023) - [j261]Meng Han, Ge Guo, Hak-Keung Lam, Bo Han, Zhengsong Wang:
Event-Triggered Positive Filter Design for Positive Polynomial Fuzzy Systems via Premise Integration and Membership-Function-Dependent Methods. IEEE Trans. Fuzzy Syst. 31(11): 3799-3811 (2023) - [j260]Ziguang Wang, Hak-Keung Lam, Aiwen Meng, Zhiquan Li:
Relaxed Stabilization of Event-Triggered Interval Type-2 T-S Fuzzy Positive Systems With Stochastic Actuator Failure. IEEE Trans. Fuzzy Syst. 31(12): 4435-4446 (2023) - [j259]Moloud Abdar, Mohammad Amin Fahami, Leonardo Rundo, Petia Radeva, Alejandro F. Frangi, U. Rajendra Acharya, Abbas Khosravi, Hak-Keung Lam, Alexander Jung, Saeid Nahavandi:
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification. IEEE Trans. Ind. Informatics 19(1): 274-285 (2023) - [j258]Jian Chen, Hak-Keung Lam, Jinpeng Yu:
Adaptive Fuzzy Output Feedback Tracking Control for Uncertain Nonstrict Feedback Systems With Variable Disturbances via Event-Triggered Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 922-933 (2023) - [c73]Jingxin Li, Toktam Mahmoodi, Hak-Keung Lam:
Distributed Learning in Heterogeneous Environment: Federated Learning with Adaptive Aggregation and Computation Reduction. ICC 2023: 1976-1981 - [c72]Lin Lin, James Lam, Peng Shi, Michael K. Ng, Hak-Keung Lam:
On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks. ICMLC 2023: 295-302 - [i6]Jingxin Li, Toktam Mahmoodi, Hak-Keung Lam:
Distributed Learning in Heterogeneous Environment: federated learning with adaptive aggregation and computation reduction. CoRR abs/2302.10757 (2023) - [i5]Chengbin Xuan, Feng Zhang, Faliang Yin, Hak-Keung Lam:
Constrained Proximal Policy Optimization. CoRR abs/2305.14216 (2023) - 2022
- [j257]Wei Zheng, Zhiming Zhang, Fuchun Sun, Hak-Keung Lam, Shuhuan Wen:
Stability analysis and robust controller design for systems with mixed time-delays and stochastic nonlinearity via cone complementarity linearization. Appl. Math. Comput. 430: 127252 (2022) - [j256]Xueheng Hu, Shuhuan Wen, Hak-Keung Lam:
Dynamic random distribution learning rate for neural networks training. Appl. Soft Comput. 124: 109058 (2022) - [j255]Jianan Yang, Zepeng Ning, Yimin Zhu, Lixian Zhang, Hak-Keung Lam:
Semi-Markov jump linear systems with bi-boundary sojourn time: Anti-modal-asynchrony control. Autom. 140: 110270 (2022) - [j254]Chengbin Xuan, Feng Zhang, Hak-Keung Lam:
SEM: Safe exploration mask for q-learning. Eng. Appl. Artif. Intell. 111: 104765 (2022) - [j253]Wei Zheng, Zhiming Zhang, Hak-Keung Lam, Fuchun Sun, Shuhuan Wen:
LMIs-based stability analysis and fuzzy-logic controller design for networked systems with sector nonlinearities: Application in tunnel diode circuit. Expert Syst. Appl. 198: 116627 (2022) - [j252]Ahmad Ataka, Hak-Keung Lam, Kaspar Althoefer:
Magnetic-Field-Inspired Navigation for Robots in Complex and Unknown Environments. Frontiers Robotics AI 9: 834177 (2022) - [j251]Meng Han, Hak-Keung Lam, Fucai Liu, Yinggan Tang:
More relaxed stability analysis and positivity analysis for positive polynomial fuzzy systems via membership functions dependent method. Fuzzy Sets Syst. 432: 111-131 (2022) - [j250]Kit Yan Chan, Hak-Keung Lam, Huimin Jiang:
A genetic programming-based convolutional neural network for image quality evaluations. Neural Comput. Appl. 34(18): 15409-15427 (2022) - [j249]Guangyu Jia, Hak-Keung Lam, Kaspar Althoefer:
Variable weight algorithm for convolutional neural networks and its applications to classification of seizure phases and types. Pattern Recognit. 121: 108226 (2022) - [j248]Yang An, Hak-Keung Lam, Sai Ho Ling:
Auto-Denoising for EEG Signals Using Generative Adversarial Network. Sensors 22(5): 1750 (2022) - [j247]Jiarui Li, Yugang Niu, Hak-Keung Lam, Bei Chen:
Sliding Mode Reliable Control Under Redundant Channel: A Novel Censored Analog Fading Measurement. IEEE Trans. Control. Netw. Syst. 9(3): 1409-1420 (2022) - [j246]Wenqiang Ji, Jianbin Qiu, Hak-Keung Lam:
A New Sampled-Data Output-Feedback Controller Design of Nonlinear Systems via Fuzzy Affine Models. IEEE Trans. Cybern. 52(3): 1681-1690 (2022) - [j245]Yi Zeng, Hak-Keung Lam, Bo Xiao, Ligang Wu:
ℓ₂-ℓ∞ Control of Discrete-Time State-Delay Interval Type-2 Fuzzy Systems via Dynamic Output Feedback. IEEE Trans. Cybern. 52(6): 4198-4208 (2022) - [j244]Jing Li, Zejin Chen, Yihao Zhong, Hak-Keung Lam, Junxia Han, Gaoxiang Ouyang, Xiaoli Li, Honghai Liu:
Appearance-Based Gaze Estimation for ASD Diagnosis. IEEE Trans. Cybern. 52(7): 6504-6517 (2022) - [j243]He Li, Wenbo Xie, Hak-Keung Lam, Jian Zhang:
Membership Function Derivatives Transformation Approach for Stability Analysis and Stabilization Control of T-S Fuzzy Systems. IEEE Trans. Cybern. 52(8): 7906-7912 (2022) - [j242]Jian Chen, Jinpeng Yu, Hak-Keung Lam:
New Admissibility and Admissibilization Criteria for Nonlinear Discrete-Time Singular Systems by Switched Fuzzy Models. IEEE Trans. Cybern. 52(9): 9240-9250 (2022) - [j241]Likui Wang, Hak-Keung Lam, Junhua Gu:
Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm. IEEE Trans. Cybern. 52(11): 11604-11613 (2022) - [j240]Shuang Shi, Zhongyang Fei, Hamid Reza Karimi, Hak-Keung Lam:
Event-Triggered Control for Switched T-S Fuzzy Systems With General Asynchronism. IEEE Trans. Fuzzy Syst. 30(1): 27-38 (2022) - [j239]Meng Han, Hak-Keung Lam, Fucai Liu, Yinggan Tang, Hongying Zhou:
Estimation of Domain of Attraction for Discrete-Time Positive Interval Type-2 Polynomial Fuzzy Systems With Input Saturation. IEEE Trans. Fuzzy Syst. 30(2): 397-411 (2022) - [j238]Jun Cheng, Wentao Huang, Hak-Keung Lam, Jinde Cao, Yinghui Zhang:
Fuzzy-Model-Based Control for Singularly Perturbed Systems With Nonhomogeneous Markov Switching: A Dropout Compensation Strategy. IEEE Trans. Fuzzy Syst. 30(2): 530-541 (2022) - [j237]Jian Chen, Jinpeng Yu, Hak-Keung Lam:
Adaptive Fuzzy Tracking Control for a Class of Singular Systems via Output Feedback Scheme. IEEE Trans. Fuzzy Syst. 30(3): 610-622 (2022) - [j236]Guangtao Ran, Chuanjiang Li, Hak-Keung Lam, Dongyu Li, Chunsong Han:
Event-Based Dissipative Control of Interval Type-2 Fuzzy Markov Jump Systems Under Sensor Saturation and Actuator Nonlinearity. IEEE Trans. Fuzzy Syst. 30(3): 714-727 (2022) - [j235]Jing Xu, Yugang Niu, Hak-Keung Lam:
GA-Assisted Sliding Mode Control of Fuzzy Systems via Improved Delayed Output Feedback. IEEE Trans. Fuzzy Syst. 30(3): 850-862 (2022) - [j234]Hongying Zhou, Hak-Keung Lam, Bo Xiao, Zhixiong Zhong:
Dissipativity-Based Filtering of Time-Varying Delay Interval Type-2 Polynomial Fuzzy Systems Under Imperfect Premise Matching. IEEE Trans. Fuzzy Syst. 30(4): 908-917 (2022) - [j233]Ming Chen, Hak-Keung Lam, Bo Xiao, Chengbin Xuan:
Membership-Function-Dependent Control Design and Stability Analysis of Interval Type-2 Sampled-Data Fuzzy-Model-Based Control System. IEEE Trans. Fuzzy Syst. 30(6): 1614-1623 (2022) - [j232]Lining Fu, Hak-Keung Lam, Fucai Liu, Bo Xiao, Zhixiong Zhong:
Static Output-Feedback Tracking Control for Positive Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30(6): 1722-1733 (2022) - [j231]Shenghui Guo, Weijie Ren, Choon Ki Ahn, Chenglin Wen, Hak-Keung Lam:
Reachability Analysis-Based Interval Estimation for Discrete-Time Takagi-Sugeno Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30(6): 1981-1992 (2022) - [j230]Zhou Gu, Xiang Sun, Hak-Keung Lam, Dong Yue, Xiangpeng Xie:
Event-Based Secure Control of T-S Fuzzy-Based 5-DOF Active Semivehicle Suspension Systems Subject to DoS Attacks. IEEE Trans. Fuzzy Syst. 30(6): 2032-2043 (2022) - [j229]Aiwen Meng, Hak-Keung Lam, Fucai Liu, Yingjie Yang:
Membership-Function-Dependent Design of $L_1$-Gain Output-Feedback Controller for Stabilization of Positive Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30(6): 2086-2100 (2022) - [j228]Zhiguang Feng, Huayang Zhang, Hak-Keung Lam:
New Results on Dissipative Control for a Class of Singular Takagi-Sugeno Fuzzy Systems With Time Delay. IEEE Trans. Fuzzy Syst. 30(7): 2466-2475 (2022) - [j227]Linchuang Zhang, Yonghui Sun, Hak-Keung Lam, Hongyi Li, Jianxi Wang, Dongchen Hou:
Guaranteed Cost Control for Interval Type-2 Fuzzy Semi-Markov Switching Systems Within a Finite-Time Interval. IEEE Trans. Fuzzy Syst. 30(7): 2583-2594 (2022) - [j226]Zhichen Li, Huaicheng Yan, Hao Zhang, Hak-Keung Lam, Congzhi Huang:
Aperiodic Sampled-Data Takagi-Sugeno Fuzzy Extended State Observer for a Class of Uncertain Nonlinear Systems With External Disturbance and Unmodeled Dynamics. IEEE Trans. Fuzzy Syst. 30(7): 2678-2692 (2022) - [j225]Ting-Han Jia, Yingnan Pan, Hongjing Liang, Hak-Keung Lam:
Event-Based Adaptive Fixed-Time Fuzzy Control for Active Vehicle Suspension Systems With Time-Varying Displacement Constraint. IEEE Trans. Fuzzy Syst. 30(8): 2813-2821 (2022) - [j224]Yuan Wang, Huaicheng Yan, Hao Zhang, Hao Shen, Hak-Keung Lam:
Interval Type-2 Fuzzy Control for HMM-Based Multiagent Systems via Dynamic Event-Triggered Scheme. IEEE Trans. Fuzzy Syst. 30(8): 3063-3073 (2022) - [j223]Zhiguang Feng, Yang Yang, Hak-Keung Lam:
Extended-Dissipativity-Based Adaptive Event-Triggered Control for Stochastic Polynomial Fuzzy Singular Systems. IEEE Trans. Fuzzy Syst. 30(8): 3224-3236 (2022) - [j222]Yingnan Pan, Qi Li, Hongjing Liang, Hak-Keung Lam:
A Novel Mixed Control Approach for Fuzzy Systems via Membership Functions Online Learning Policy. IEEE Trans. Fuzzy Syst. 30(9): 3812-3822 (2022) - [j221]Ming Chen, Hak-Keung Lam, Bo Xiao, Hongying Zhou:
Membership-Function-Dependent Control Design of Interval Type-2 Sampled-Data Fuzzy-Model-Based Output-Feedback Tracking Control System. IEEE Trans. Fuzzy Syst. 30(9): 3823-3832 (2022) - [j220]Aiwen Meng, Hak-Keung Lam, Ziguang Wang, Fucai Liu:
Static Output Feedback Fault Tolerant Control and Relaxed Stability Analysis of Positive Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30(9): 3928-3939 (2022) - [j219]Meng Han, Hak-Keung Lam, Fucai Liu, Yinggan Tang, Bo Han, Hongying Zhou:
Stabilization Analysis and Impulsive Controller Design for Positive Interval Type-2 Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30(9): 3952-3966 (2022) - [j218]Lining Fu, Hak-Keung Lam, Fucai Liu, Hongying Zhou, Zhixiong Zhong:
Robust Tracking Control of Interval Type-2 Positive Takagi-Sugeno Fuzzy Systems With External Disturbance. IEEE Trans. Fuzzy Syst. 30(10): 4057-4068 (2022) - [j217]Yingnan Pan, Yanmin Wu, Hak-Keung Lam:
Security-Based Fuzzy Control for Nonlinear Networked Control Systems With DoS Attacks via a Resilient Event-Triggered Scheme. IEEE Trans. Fuzzy Syst. 30(10): 4359-4368 (2022) - [j216]Guangtao Ran, Jian Liu, Chuanjiang Li, Hak-Keung Lam, Dongyu Li, Hongtian Chen:
Fuzzy-Model-Based Asynchronous Fault Detection for Markov Jump Systems With Partially Unknown Transition Probabilities: An Adaptive Event-Triggered Approach. IEEE Trans. Fuzzy Syst. 30(11): 4679-4689 (2022) - [j215]Wen Kang, Jing Zhang, Hak-Keung Lam:
Subpredictor-Based Fuzzy Control Design for a Reaction-Diffusion Equation. IEEE Trans. Fuzzy Syst. 30(11): 4728-4740 (2022) - [j214]Yekai Yang, Yugang Niu, Hak-Keung Lam:
Sliding Mode Control for Networked Interval Type-2 Fuzzy Systems via Random Multiaccess Protocols. IEEE Trans. Fuzzy Syst. 30(11): 5005-5018 (2022) - [j213]Yi Zeng, Hak-Keung Lam, Bo Xiao, Ligang Wu, Ming Chen:
Reduced-Order Extended Dissipative Filtering for Nonlinear Systems With Sensor Saturation via Interval Type-2 Fuzzy Model. IEEE Trans. Fuzzy Syst. 30(11): 5058-5064 (2022) - [j212]Wei Zheng, Hak-Keung Lam, Fuchun Sun, Shuhuan Wen:
Robust Stability Analysis and Feedback Control for Uncertain Systems With Time-Delay and External Disturbance. IEEE Trans. Fuzzy Syst. 30(12): 5065-5077 (2022) - [j211]Hongjing Liang, Guangliang Liu, Tingwen Huang, Hak-Keung Lam, Bohui Wang:
Cooperative Fault-Tolerant Control for Networks of Stochastic Nonlinear Systems With Nondifferential Saturation Nonlinearity. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1362-1372 (2022) - [j210]Likui Wang, Juanjuan Liu, Hak-Keung Lam:
New Results of Observer Design for Continuous-Time Fuzzy Systems: A Switching Technique. IEEE Trans. Syst. Man Cybern. Syst. 52(9): 5702-5706 (2022) - [j209]Linchuang Zhang, Yonghui Sun, Yingnan Pan, Hak-Keung Lam:
Reduced-Order Fault Detection Filter Design for Fuzzy Semi-Markov Jump Systems With Partly Unknown Transition Rates. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7702-7713 (2022) - [j208]Ruimei Zhang, Hongxia Wang, Ju H. Park, Hak-Keung Lam, Peisong He:
Quasisynchronization of Reaction-Diffusion Neural Networks Under Deception Attacks. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7833-7844 (2022) - [c71]Yujia Xu, Xinqi Bao, Hak-Keung Lam, Ernest Nlandu Kamavuako:
Hierarchical Multi-Scale Convolutional Network for Murmurs Detection on PCG Signals. CinC 2022: 1-4 - [c70]Qing Lin, Hak-Keung Lam, Michael J. Curtis, Zoran Cvetkovic:
Similarity Maps for Ventricular Arrhythmia Classification. EMBC 2022: 1927-1930 - [c69]Feng Zhang, Chengbin Xuan, Hak-Keung Lam, Shun-Hung Tsai:
Navigation control of mobile robots using graph neural network and reinforcement learning with fuzzy reward. iFUZZY 2022: 1-6 - [i4]Xinqi Bao, Yujia Xu, Hak-Keung Lam, Mohamed Trabelsi, Ines Chihi, Lilia Sidhom, Ernest Nlandu Kamavuako:
Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks. CoRR abs/2208.03128 (2022) - [i3]Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao:
Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation. CoRR abs/2208.04718 (2022) - 2021
- [j207]Kit Yan Chan, Ka Fai Cedric Yiu, Hak-Keung Lam, Bert Wei Wong:
Ball bonding inspections using a conjoint framework with machine learning and human judgement. Appl. Soft Comput. 102: 107115 (2021) - [j206]Likui Wang, Hak-Keung Lam:
H∞ control for continuous-time Takagi-Sugeno fuzzy model by applying generalized Lyapunov function and introducing outer variables. Autom. 125: 109409 (2021) - [j205]Guangyu Jia, Hak-Keung Lam, Yujia Xu:
Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method. Comput. Biol. Medicine 134: 104425 (2021) - [j204]Xingyi Wang, Zhixiong Zhong, Hak-Keung Lam, Zuoyong Li:
Reachable set bounding of output-feedback control for discrete-time large-scale IT-2 fuzzy descriptor systems using distributed event-based broadcasts. Eng. Appl. Artif. Intell. 100: 104166 (2021) - [j203]Guangliang Liu, Yingnan Pan, Hak-Keung Lam, Hongjing Liang:
Event-triggered fuzzy adaptive quantized control for nonlinear multi-agent systems in nonaffine pure-feedback form. Fuzzy Sets Syst. 416: 27-46 (2021) - [j202]Zhixiong Zhong, Xingyi Wang, Hak-Keung Lam:
Finite-Time Fuzzy Sliding Mode Control for Nonlinear Descriptor Systems. IEEE CAA J. Autom. Sinica 8(6): 1141-1152 (2021) - [j201]Yujia Xu, Hak-Keung Lam, Guangyu Jia:
MANet: A two-stage deep learning method for classification of COVID-19 from Chest X-ray images. Neurocomputing 443: 96-105 (2021) - [j200]Junkai Liao, Hak-Keung Lam, Guangyu Jia, Shraddha Gulati, Julius E. Bernth, Dmytro Poliyivets, Yujia Xu, Hongbin Liu, Bu Hayee:
A case study on computer-aided diagnosis of nonerosive reflux disease using deep learning techniques. Neurocomputing 445: 149-166 (2021) - [j199]Shuhuan Wen, Xiaohan Lv, Hak-Keung Lam, Shaokang Fan, Xiao Yuan, Ming Chen:
Probability Dueling DQN active visual SLAM for autonomous navigation in indoor environment. Ind. Robot 48(3): 359-365 (2021) - [j198]Hua Zheng, Wen-Bo Xie, Hak-Keung Lam, Likui Wang:
Membership-function-dependent stability analysis and local controller design for T-S fuzzy systems: A space-enveloping approach. Inf. Sci. 548: 233-253 (2021) - [j197]Jing Zhao, Zhixiong Zhong, Chih-Min Lin, Hak-Keung Lam:
H∞ tracking control for nonlinear multivariable systems using wavelet-type TSK fuzzy brain emotional learning with particle swarm optimization. J. Frankl. Inst. 358(1): 650-673 (2021) - [j196]Ruimei Zhang, Deqiang Zeng, Ju H. Park, Hak-Keung Lam, Xiangpeng Xie:
Fuzzy Sampled-Data Control for Synchronization of T-S Fuzzy Reaction-Diffusion Neural Networks With Additive Time-Varying Delays. IEEE Trans. Cybern. 51(5): 2384-2397 (2021) - [j195]Shun-Hung Tsai, Jun-Wei Wang, En-Shou Song, Hak-Keung Lam:
Robust H∞ Control for Nonlinear Hyperbolic PDE Systems Based on the Polynomial Fuzzy Model. IEEE Trans. Cybern. 51(7): 3789-3801 (2021) - [j194]Yi Zeng, Hak-Keung Lam, Ligang Wu:
Hankel-Norm-Based Model Reduction for Stochastic Discrete-Time Nonlinear Systems in Interval Type-2 T-S Fuzzy Framework. IEEE Trans. Cybern. 51(10): 4934-4943 (2021) - [j193]Likui Wang, Juanjuan Liu, Hak-Keung Lam:
Further Study on Stabilization for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time Delay. IEEE Trans. Cybern. 51(11): 5637-5643 (2021) - [j192]Bo Xiao, Hak-Keung Lam, Kazuo Tanaka, Jerry M. Mendel:
Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications. IEEE Trans. Fuzzy Syst. 29(2): 199-202 (2021) - [j191]Zhichen Li, Huaicheng Yan, Hao Zhang, Hak-Keung Lam, Meng Wang:
Aperiodic Sampled-Data-Based Control for Interval Type-2 Fuzzy Systems via Refined Adaptive Event-Triggered Communication Scheme. IEEE Trans. Fuzzy Syst. 29(2): 310-321 (2021) - [j190]Changzhu Zhang, Hak-Keung Lam, Jianbin Qiu, Peng Qi, Qijun Chen:
Fuzzy-Model-Based Output Feedback Steering Control in Autonomous Driving Subject to Actuator Constraints. IEEE Trans. Fuzzy Syst. 29(3): 457-470 (2021) - [j189]Min Xue, Huaicheng Yan, Hao Zhang, Jun Sun, Hak-Keung Lam:
Hidden-Markov-Model-Based Asynchronous $H_{\infty }$ Tracking Control of Fuzzy Markov Jump Systems. IEEE Trans. Fuzzy Syst. 29(5): 1081-1092 (2021) - [j188]Chi Huang, Xia Zhang, Hak-Keung Lam, Shun-Hung Tsai:
Synchronization Analysis for Nonlinear Complex Networks With Reaction-Diffusion Terms Using Fuzzy-Model-Based Approach. IEEE Trans. Fuzzy Syst. 29(6): 1350-1362 (2021) - [j187]Ruimei Zhang, Deqiang Zeng, Ju H. Park, Hak-Keung Lam, Shouming Zhong:
Fuzzy Adaptive Event-Triggered Sampled-Data Control for Stabilization of T-S Fuzzy Memristive Neural Networks With Reaction-Diffusion Terms. IEEE Trans. Fuzzy Syst. 29(7): 1775-1785 (2021) - [j186]Wenbo Xie, Song Sang, Hak-Keung Lam, Jian Zhang:
A Polynomial Membership Function Approach for Stability Analysis of Fuzzy Systems. IEEE Trans. Fuzzy Syst. 29(8): 2077-2087 (2021) - [j185]Peihao Du, Yingnan Pan, Hongyi Li, Hak-Keung Lam:
Nonsingular Finite-Time Event-Triggered Fuzzy Control for Large-Scale Nonlinear Systems. IEEE Trans. Fuzzy Syst. 29(8): 2088-2099 (2021) - [j184]Yingnan Pan, Peihao Du, Hong Xue, Hak-Keung Lam:
Singularity-Free Fixed-Time Fuzzy Control for Robotic Systems With User-Defined Performance. IEEE Trans. Fuzzy Syst. 29(8): 2388-2398 (2021) - [j183]Jing Xu, Yugang Niu, Hak-Keung Lam:
Event-Triggered Sliding Mode Control of Fuzzy Systems via Artificial Time-Delay Estimation. IEEE Trans. Fuzzy Syst. 29(9): 2467-2478 (2021) - [j182]Aiwen Meng, Hak-Keung Lam, Fucai Liu, Yingjie Yang:
Filter Design for Positive T-S Fuzzy Continuous-Time Systems With Time Delay Using Piecewise-Linear Membership Functions. IEEE Trans. Fuzzy Syst. 29(9): 2521-2531 (2021) - [j181]Bo Xiao, Hak-Keung Lam, Hongying Zhou, Jianli Gao:
Analysis and Design of Interval Type-2 Polynomial-Fuzzy-Model-Based Networked Tracking Control Systems. IEEE Trans. Fuzzy Syst. 29(9): 2750-2759 (2021) - [j180]Ziwei Wang, Hak-Keung Lam, Bo Xiao, Zhang Chen, Bin Liang, Tao Zhang:
Event-Triggered Prescribed-Time Fuzzy Control for Space Teleoperation Systems Subject to Multiple Constraints and Uncertainties. IEEE Trans. Fuzzy Syst. 29(9): 2785-2797 (2021) - [j179]Zhiru Cao, Yugang Niu, Hak-Keung Lam, Jiancong Zhao:
Sliding Mode Control of Markovian Jump Fuzzy Systems: A Dynamic Event-Triggered Method. IEEE Trans. Fuzzy Syst. 29(10): 2902-2915 (2021) - [j178]Zhiyong Bao, Xiaomiao Li, Hak-Keung Lam, Yong Peng, Fucai Liu:
Membership-Function-Dependent Stability Analysis for Polynomial-Fuzzy-Model-Based Control Systems via Chebyshev Membership Functions. IEEE Trans. Fuzzy Syst. 29(11): 3280-3292 (2021) - [j177]Jianbin Qiu, Wenqiang Ji, Hak-Keung Lam, Meng Wang:
Fuzzy-Affine-Model-Based Sampled-Data Filtering Design for Stochastic Nonlinear Systems. IEEE Trans. Fuzzy Syst. 29(11): 3360-3373 (2021) - [j176]Wenqiang Ji, Jianbin Qiu, Ligang Wu, Hak-Keung Lam:
Fuzzy-Affine-Model-Based Output Feedback Dynamic Sliding Mode Controller Design of Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1652-1661 (2021) - [j175]Aiwen Meng, Hak-Keung Lam, Fucai Liu, Changzhu Zhang, Peng Qi:
Output Feedback and Stability Analysis of Positive Polynomial Fuzzy Systems. IEEE Trans. Syst. Man Cybern. Syst. 51(12): 7707-7718 (2021) - [c68]Lining Fu, Fucai Liu, Aiwen Meng, Hak-Keung Lam, Jilong Xu:
Tracking Control Design for Positive T-S Fuzzy Systems Under H∞ Performance. FSDM 2021: 257-263 - [c67]Zhaohui Yang, Guangyu Jia, Mingzhe Chen, Hak-Keung Lam, Kai-Kit Wong, Shuguang Cui, H. Vincent Poor:
A Joint Communication and Federated Learning Framework for Internet of Things Networks. GLOBECOM 2021: 1-6 - [i2]Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Saeid Nahavandi:
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection. CoRR abs/2105.08590 (2021) - 2020
- [j174]Zhiming Zhang, Wei Zheng, Hak-Keung Lam, Shuhuan Wen, Fuchun Sun, Ping Xie:
Stability analysis and output feedback control for stochastic networked systems with multiple communication delays and nonlinearities using fuzzy control technique. Appl. Math. Comput. 386: 125374 (2020) - [j173]Shuhuan Wen, Yanfang Zhao, Hong Zhang, Hak-Keung Lam, Luigi Manfredi:
Joint optimization based on direct sparse stereo visual-inertial odometry. Auton. Robots 44(5): 791-809 (2020) - [j172]Jun Song, Yugang Niu, Hak-Keung Lam, Yuanyuan Zou:
Asynchronous sliding mode control of singularly perturbed semi-Markovian jump systems: Application to an operational amplifier circuit. Autom. 118: 109026 (2020) - [j171]Guangyu Jia, Zhaohui Yang, Hak-Keung Lam, Jianfeng Shi, Mohammad Shikh-Bahaei:
Channel Assignment in Uplink Wireless Communication Using Machine Learning Approach. IEEE Commun. Lett. 24(4): 787-791 (2020) - [j170]Qi Li, Yingnan Pan, Zhenxing Zhang, Hak-Keung Lam:
Reliable Dissipative Interval Type-2 Fuzzy Control for Nonlinear Systems with Stochastic Incomplete Communication Route and Actuator Failure. Int. J. Fuzzy Syst. 22(2): 368-379 (2020) - [j169]Guangyu Jia, Hak-Keung Lam, Junkai Liao, Rong Wang:
Classification of electromyographic hand gesture signals using machine learning techniques. Neurocomputing 401: 236-248 (2020) - [j168]Qian Shi, Hak-Keung Lam, Chengbin Xuan, Ming Chen:
Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm. Neurocomputing 402: 183-194 (2020) - [j167]Wen-Bo Xie, Tong-Zhi Wang, Hak-Keung Lam, Xin Wang:
Functional observer-controller method for unmeasured premise variables Takagi-Sugeno systems with external disturbance. Int. J. Syst. Sci. 51(16): 3436-3450 (2020) - [j166]Shuhuan Wen, Xueheng Hu, Zhen Li, Hak-Keung Lam, Fuchun Sun, Bin Fang:
NAO robot obstacle avoidance based on fuzzy Q-learning. Ind. Robot 47(6): 801-811 (2020) - [j165]Bo Xiao, Wenjun Xu, Jing Guo, Hak-Keung Lam, Guangyu Jia, Wuzhou Hong, Hongliang Ren:
Depth Estimation of Hard Inclusions in Soft Tissue by Autonomous Robotic Palpation Using Deep Recurrent Neural Network. IEEE Trans Autom. Sci. Eng. 17(4): 1791-1799 (2020) - [j164]Dong Zhao, Hak-Keung Lam, Yueyang Li, Steven X. Ding, Shuai Liu:
A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models With Applications to Fault Detection. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(6): 2053-2063 (2020) - [j163]Ming Chen, Hak-Keung Lam, Qian Shi, Bo Xiao:
Reinforcement Learning-Based Control of Nonlinear Systems Using Lyapunov Stability Concept and Fuzzy Reward Scheme. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 2059-2063 (2020) - [j162]Yueying Wang, Hamid Reza Karimi, Hak-Keung Lam, Huaicheng Yan:
Fuzzy Output Tracking Control and Filtering for Nonlinear Discrete-Time Descriptor Systems Under Unreliable Communication Links. IEEE Trans. Cybern. 50(6): 2369-2379 (2020) - [j161]Likui Wang, Hak-Keung Lam:
Further Study on Observer Design for Continuous-Time Takagi-Sugeno Fuzzy Model With Unknown Premise Variables via Average Dwell Time. IEEE Trans. Cybern. 50(11): 4855-4860 (2020) - [j160]Zhina Zhang, Yugang Niu, Hak-Keung Lam:
Sliding-Mode Control of T-S Fuzzy Systems Under Weighted Try-Once-Discard Protocol. IEEE Trans. Cybern. 50(12): 4972-4982 (2020) - [j159]Bo Xiao, Hak-Keung Lam, Yan Yu, Yuandi Li:
Sampled-Data Output-Feedback Tracking Control for Interval Type-2 Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 28(3): 424-433 (2020) - [j158]Zhichen Li, Huaicheng Yan, Hao Zhang, Jun Sun, Hak-Keung Lam:
Stability and Stabilization With Additive Freedom for Delayed Takagi-Sugeno Fuzzy Systems by Intermediary-Polynomial-Based Functions. IEEE Trans. Fuzzy Syst. 28(4): 692-705 (2020) - [j157]Meng Han, Hak-Keung Lam, Fucai Liu, Likui Wang, Yinggan Tang:
Stability Analysis and Estimation of Domain of Attraction for Positive Polynomial Fuzzy Systems With Input Saturation. IEEE Trans. Fuzzy Syst. 28(8): 1723-1736 (2020) - [j156]Linchuang Zhang, Hak-Keung Lam, Yonghui Sun, Hongjing Liang:
Fault Detection for Fuzzy Semi-Markov Jump Systems Based on Interval Type-2 Fuzzy Approach. IEEE Trans. Fuzzy Syst. 28(10): 2375-2388 (2020) - [j155]Bo Xiao, Hak-Keung Lam, Zhixiong Zhong, Shuhuan Wen:
Membership-Function-Dependent Stabilization of Event-Triggered Interval Type-2 Polynomial Fuzzy-Model-Based Networked Control Systems. IEEE Trans. Fuzzy Syst. 28(12): 3171-3180 (2020) - [j154]Yi Zeng, Hak-Keung Lam, Ligang Wu:
Hankel Norm Model Reduction of Discrete-Time Interval Type-2 T-S Fuzzy Systems With State Delay. IEEE Trans. Fuzzy Syst. 28(12): 3276-3286 (2020) - [c66]Aiwen Meng, Hak-Keung Lam, Fucai Liu, Ziguang Wang:
Output Feedback Control Synthesis and Stabilization for Positive Polynomial Fuzzy Systems Under L1 Performance. FSDM 2020: 135-145 - [c65]Ziwei Wang, Hak-Keung Lam, Zhang Chen, Bin Liang, Tao Zhang:
Event-Triggered Interval Type-2 Fuzzy Control for Uncertain Space Teleoperation Systems with State Constraints. FUZZ-IEEE 2020: 1-8 - [i1]Guangyu Jia, Zhaohui Yang, Hak-Keung Lam, Jianfeng Shi, Mohammad Shikh-Bahaei:
Channel Assignment in Uplink Wireless Communication using Machine Learning Approach. CoRR abs/2001.03952 (2020)
2010 – 2019
- 2019
- [j153]Jianbin Qiu, Yanling Wei, Ye-Hwa Chen, Hak-Keung Lam, Hamid Reza Karimi:
IEEE Access Special Section Editorial: Special Section on New Developments on Reliable Control and Filtering of Complex Nonlinear Systems. IEEE Access 7: 65207-65210 (2019) - [j152]Zhenhu Liang, Lingyun Fu, Xiaoyu Li, Zeguo Feng, Jamie W. Sleigh, Hak-Keung Lam:
Ant Colony Optimization PID Control of Hypnosis With Propofol Using Renyi Permutation Entropy as Controlled Variable. IEEE Access 7: 97689-97703 (2019) - [j151]Sai-Ho Ling, Hak-Keung Lam:
Evolutionary Algorithms in Health Technologies. Algorithms 12(10): 202 (2019) - [j150]Hong Lin, James Lam, Zidong Wang, Hak-Keung Lam:
State estimation over non-acknowledgment networks with Markovian packet dropouts. Autom. 109 (2019) - [j149]Xiaozhan Yang, Hak-Keung Lam, Ligang Wu:
Membership-dependent stability conditions for type-1 and interval type-2 T-S fuzzy systems. Fuzzy Sets Syst. 356: 44-62 (2019) - [j148]Xiaozhan Yang, Hak-Keung Lam, Ligang Wu:
Necessary and sufficient stability condition for second-order switched systems: a phase function approach. Int. J. Control 92(4): 926-939 (2019) - [j147]Meng Han, Hak-Keung Lam, Yuandi Li, Fucai Liu, Changzhu Zhang:
Observer-based control of positive polynomial fuzzy systems with unknown time delay. Neurocomputing 349: 77-90 (2019) - [j146]Shuhuan Wen, Di Zhang, Baowei Zhang, Hak-Keung Lam, Hongbin Wang, Yongsheng Zhao:
Two-degree-of-freedom internal model position control and fuzzy fractional force control of nonlinear parallel robot. Int. J. Syst. Sci. 50(12): 2261-2279 (2019) - [j145]Jun Song, Yugang Niu, Hak-Keung Lam:
Reliable Sliding Mode Control of Fast Sampling Singularly Perturbed Systems: A Redundant Channel Transmission Protocol Approach. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(11): 4490-4501 (2019) - [j144]Likui Wang, Hak-Keung Lam:
New Stability Criterion for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time-Varying Delay. IEEE Trans. Cybern. 49(4): 1551-1556 (2019) - [j143]Xiaojie Su, Yao Wen, Peng Shi, Hak-Keung Lam:
Event-Triggered Fuzzy Filtering for Nonlinear Dynamic Systems via Reduced-Order Approach. IEEE Trans. Fuzzy Syst. 27(6): 1215-1225 (2019) - [j142]Changzhu Zhang, Hak-Keung Lam, Jianbin Qiu, Chengju Liu, Qijun Chen:
A New Design of Membership-Function-Dependent Controller for T-S Fuzzy Systems Under Imperfect Premise Matching. IEEE Trans. Fuzzy Syst. 27(7): 1428-1440 (2019) - [c64]Ahmad Ataka, Hak-Keung Lam, Kaspar Althoefer:
Magnetic-Field-Inspired Navigation for Quadcopter Robot in Unknown Environments. ICRA 2019: 6165-6171 - [c63]Aiwen Meng, Hak-Keung Lam, Liang Hu, Fucai Liu:
L_1 -Induced Static Output Feedback Controller Design and Stability Analysis for Positive Polynomial Fuzzy Systems. UKCI 2019: 41-52 - 2018
- [j141]Lifeng Ma, Zidong Wang, Qing-Long Han, Hak-Keung Lam:
Envelope-constrained H∞ filtering for nonlinear systems with quantization effects: The finite horizon case. Autom. 93: 527-534 (2018) - [j140]Qian Shi, Hak-Keung Lam, Bo Xiao, Shun-Hung Tsai:
Adaptive PID controller based onQ-learning algorithm. CAAI Trans. Intell. Technol. 3(4): 235-244 (2018) - [j139]Yanling Wei, Jianbin Qiu, Xiuyan Peng, Hak-Keung Lam:
T-S Fuzzy-Affine-Model-Based Reliable Output Feedback Control of Nonlinear Systems with Actuator Faults. Circuits Syst. Signal Process. 37(1): 81-97 (2018) - [j138]Hak-Keung Lam:
A review on stability analysis of continuous-time fuzzy-model-based control systems: From membership-function-independent to membership-function-dependent analysis. Eng. Appl. Artif. Intell. 67: 390-408 (2018) - [j137]Bo Xiao, Hak-Keung Lam, Xiaozhan Yang, Yan Yu, Hongliang Ren:
Tracking control design of interval type-2 polynomial-fuzzy-model-based systems with time-varying delay. Eng. Appl. Artif. Intell. 75: 76-87 (2018) - [j136]Shuhuan Wen, Miao Sheng, Chunli Ma, Zhen Li, Hak-Keung Lam, Yongsheng Zhao, Jingrong Ma:
Camera Recognition and Laser Detection based on EKF-SLAM in the Autonomous Navigation of Humanoid Robot. J. Intell. Robotic Syst. 92(2): 265-277 (2018) - [j135]Ahmad Ataka, Hak-Keung Lam, Kaspar Althoefer:
Reactive Magnetic-Field-Inspired Navigation Method for Robots in Unknown Convex 3-D Environments. IEEE Robotics Autom. Lett. 3(4): 3583-3590 (2018) - [j134]Hongyi Li, Jiahui Wang, Ligang Wu, Hak-Keung Lam, Yabin Gao:
Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems. IEEE Trans. Fuzzy Syst. 26(1): 246-257 (2018) - [j133]Likui Wang, Hak-Keung Lam:
Local Stabilization for Continuous-time Takagi-Sugeno Fuzzy Systems With Time Delay. IEEE Trans. Fuzzy Syst. 26(1): 379-385 (2018) - [j132]Jun Song, Yugang Niu, James Lam, Hak-Keung Lam:
Fuzzy Remote Tracking Control for Randomly Varying Local Nonlinear Models Under Fading and Missing Measurements. IEEE Trans. Fuzzy Syst. 26(3): 1125-1137 (2018) - [j131]Aiwen Meng, Hak-Keung Lam, Yan Yu, Xiaomiao Li, Fucai Liu:
Static Output Feedback Stabilization of Positive Polynomial Fuzzy Systems. IEEE Trans. Fuzzy Syst. 26(3): 1600-1612 (2018) - [j130]Zhixiong Zhong, Yanzheng Zhu, Hak-Keung Lam:
Asynchronous Piecewise Output-Feedback Control for Large-Scale Fuzzy Systems via Distributed Event-Triggering Schemes. IEEE Trans. Fuzzy Syst. 26(3): 1688-1703 (2018) - [j129]Xiaomiao Li, Hak-Keung Lam, Ge Song, Fucai Liu:
Stability Analysis of Positive Polynomial Fuzzy-Model-Based Control Systems With Time Delay Under Imperfect Premise Matching. IEEE Trans. Fuzzy Syst. 26(4): 2289-2300 (2018) - [j128]Likui Wang, Hak-Keung Lam:
A New Approach to Stability and Stabilization Analysis for Continuous-Time Takagi-Sugeno Fuzzy Systems With Time Delay. IEEE Trans. Fuzzy Syst. 26(4): 2460-2465 (2018) - [j127]Jun-Wei Wang, Shun-Hung Tsai, Han-Xiong Li, Hak-Keung Lam:
Spatially Piecewise Fuzzy Control Design for Sampled-Data Exponential Stabilization of Semilinear Parabolic PDE Systems. IEEE Trans. Fuzzy Syst. 26(5): 2967-2980 (2018) - [j126]Hao Shen, Feng Li, Huaicheng Yan, Hamid Reza Karimi, Hak-Keung Lam:
Finite-Time Event-Triggered ℋ∞ Control for T-S Fuzzy Markov Jump Systems. IEEE Trans. Fuzzy Syst. 26(5): 3122-3135 (2018) - [j125]Yan Yu, Hak-Keung Lam, Kit Yan Chan:
T-S Fuzzy-Model-Based Output Feedback Tracking Control With Control Input Saturation. IEEE Trans. Fuzzy Syst. 26(6): 3514-3523 (2018) - [j124]Yi Zeng, Hak-Keung Lam, Ligang Wu:
Model Reduction of Discrete-Time Interval Type-2 T-S Fuzzy Systems. IEEE Trans. Fuzzy Syst. 26(6): 3545-3554 (2018) - [j123]Xueli Fan, Xunhe Yin, Mi An, Hak-Keung Lam, Xueye Wei:
Consensus in multi-agent system with communication constraints based on asynchronous dynamics. Trans. Inst. Meas. Control 40(4): 1109-1126 (2018) - [c62]Ahmad Ataka, Hak-Keung Lam, Kaspar Althoefer:
Reactive Magnetic-Field-Inspired Navigation for Non-Holonomic Mobile Robots in Unknown Environments. ICRA 2018: 6983-6988 - [c61]Ahmad Ataka, Ali Shiva, Hak-Keung Lam, Kaspar Althoefer:
Magnetic-Field-Inspired Navigation for Soft Continuum Manipulator. IROS 2018: 168-173 - [c60]Yan Yu, Qian Shi, Hak-Keung Lam:
Fuzzy Sliding Mode Control of a Continuum Manipulator. ROBIO 2018: 2057-2062 - 2017
- [j122]Shuhuan Wen, Baowei Zhang, Pengcheng Hao, Hak-Keung Lam, Hongbin Wang:
Fuzzy fractional order force control of 6PUS-UPU redundantly actuated parallel robot based on inner model position control structure. Eng. Appl. Artif. Intell. 65: 200-211 (2017) - [j121]Shuhuan Wen, Haiyang Yu, Baowei Zhang, Yongsheng Zhao, Hak-Keung Lam, Guiqian Qin, Hongrui Wang:
Fuzzy Identification and Delay Compensation based on the Force/Position Control Scheme of the 5-DOF Redundantly Actuated Parallel Robot. Int. J. Fuzzy Syst. 19(1): 124-140 (2017) - [j120]Bo Xiao, Hak-Keung Lam, Ge Song, Hongyi Li:
Output-feedback tracking control for interval type-2 polynomial fuzzy-model-based control systems. Neurocomputing 242: 83-95 (2017) - [j119]Ozge Cagcag Yolcu, Hak-Keung Lam:
A combined robust fuzzy time series method for prediction of time series. Neurocomputing 247: 87-101 (2017) - [j118]Ting Yang, Lixian Zhang, Hak-Keung Lam:
H∞ fuzzy control of semi-Markov jump nonlinear systems under σ-error mean square stability. Int. J. Syst. Sci. 48(11): 2291-2299 (2017) - [j117]Yang Liu, Xiaojun Ban, Fen Wu, Hak-Keung Lam:
Gain-scheduling control of T-S fuzzy systems with actuator saturation. J. Intell. Fuzzy Syst. 32(3): 2579-2589 (2017) - [j116]Hongwei Xia, Hak-Keung Lam, Li Li, Qiyong Wen, Guangcheng Ma:
Stability analysis and synthesis of fuzzy-model-based time-delay systems under imperfect premise matching. J. Intell. Fuzzy Syst. 32(6): 4227-4233 (2017) - [j115]Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen:
Hypoglycemia detection: multiple regression-based combinational neural logic approach. Soft Comput. 21(2): 543-553 (2017) - [j114]Zhixin Liu, Peng Zhang, Hak-Keung Lam, Kit Yan Chan, Kai Ma:
Robust power optimization scheme for cooperative wireless relay system in smart city. Softw. Pract. Exp. 47(8): 1045-1059 (2017) - [j113]Lifeng Ma, Zidong Wang, Hak-Keung Lam:
Event-Triggered Mean-Square Consensus Control for Time-Varying Stochastic Multi-Agent System With Sensor Saturations. IEEE Trans. Autom. Control. 62(7): 3524-3531 (2017) - [j112]Hongyi Li, Ziran Chen, Ligang Wu, Hak-Keung Lam, Haiping Du:
Event-Triggered Fault Detection of Nonlinear Networked Systems. IEEE Trans. Cybern. 47(4): 1041-1052 (2017) - [j111]Chuang Liu, Hak-Keung Lam, Tyrone Fernando, Herbert Ho-Ching Iu:
Design of Fuzzy Functional Observer-Controller via Higher Order Derivatives of Lyapunov Function for Nonlinear Systems. IEEE Trans. Cybern. 47(7): 1630-1640 (2017) - [j110]Lifeng Ma, Zidong Wang, Hak-Keung Lam, Nikos Kyriakoulis:
Distributed Event-Based Set-Membership Filtering for a Class of Nonlinear Systems With Sensor Saturations Over Sensor Networks. IEEE Trans. Cybern. 47(11): 3772-3783 (2017) - [j109]Bo Xiao, Hak-Keung Lam, Hongyi Li:
Stabilization of Interval Type-2 Polynomial-Fuzzy-Model-Based Control Systems. IEEE Trans. Fuzzy Syst. 25(1): 205-217 (2017) - [j108]Yanling Wei, Jianbin Qiu, Hak-Keung Lam, Ligang Wu:
Approaches to T-S Fuzzy-Affine-Model-Based Reliable Output Feedback Control for Nonlinear Itô Stochastic Systems. IEEE Trans. Fuzzy Syst. 25(3): 569-583 (2017) - [j107]Hongyi Li, Ziran Chen, Ligang Wu, Hak-Keung Lam:
Event-Triggered Control for Nonlinear Systems Under Unreliable Communication Links. IEEE Trans. Fuzzy Syst. 25(4): 813-824 (2017) - [j106]Xiaomiao Li, Hak-Keung Lam, Fucai Liu, Xudong Zhao:
Stability and Stabilization Analysis of Positive Polynomial Fuzzy Systems With Time Delay Considering Piecewise Membership Functions. IEEE Trans. Fuzzy Syst. 25(4): 958-971 (2017) - [j105]Yanling Wei, Jianbin Qiu, Hak-Keung Lam:
A Novel Approach to Reliable Output Feedback Control of Fuzzy-Affine Systems With Time Delays and Sensor Faults. IEEE Trans. Fuzzy Syst. 25(6): 1808-1823 (2017) - [j104]Lifeng Ma, Zidong Wang, Hak-Keung Lam:
Mean-Square H∞ Consensus Control for a Class of Nonlinear Time-Varying Stochastic Multiagent Systems: The Finite-Horizon Case. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1050-1060 (2017) - [j103]Yanling Wei, Jianbin Qiu, Peng Shi, Hak-Keung Lam:
A New Design of H-Infinity Piecewise Filtering for Discrete-Time Nonlinear Time-Varying Delay Systems via T-S Fuzzy Affine Models. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 2034-2047 (2017) - [j102]Kit Yan Chan, Hak-Keung Lam, Ka Fai Cedric Yiu, Tharam S. Dillon:
A Flexible Fuzzy Regression Method for Addressing Nonlinear Uncertainty on Aesthetic Quality Assessments. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 2363-2377 (2017) - 2016
- [j101]Lifeng Ma, Zidong Wang, Hak-Keung Lam, Fuad E. Alsaadi, Xiaohui Liu:
Robust filtering for a class of nonlinear stochastic systems with probability constraints. Autom. Remote. Control. 77(1): 37-54 (2016) - [j100]Khurram I. Qazi, Hak-Keung Lam, Bo Xiao, Gaoxiang Ouyang, Xunhe Yin:
Classification of epilepsy using computational intelligence techniques. CAAI Trans. Intell. Technol. 1(2): 137-149 (2016) - [j99]Yabin Gao, Hongyi Li, Mohammed Chadli, Hak-Keung Lam:
Static output-feedback control for interval type-2 discrete-time fuzzy systems. Complex. 21(3): 74-88 (2016) - [j98]Di Liu, Chengwei Wu, Qi Zhou, Hak-Keung Lam:
Fuzzy guaranteed cost output tracking control for fuzzy discrete-time systems with different premise variables. Complex. 21(5): 265-276 (2016) - [j97]Qi Zhou, Ziran Chen, Hak-Keung Lam:
Polynomial-Approximation-Based Control for Nonlinear Systems. Circuits Syst. Signal Process. 35(10): 3575-3594 (2016) - [j96]Hak-Keung Lam, Bo Xiao, Yan Yu, Xunhe Yin, Hugang Han, Shun-Hung Tsai, Chin-Sheng Chen:
Membership-Function-Dependent Stability Analysis and Control Synthesis of Guaranteed Cost Fuzzy-Model-Based Control Systems. Int. J. Fuzzy Syst. 18(4): 537-549 (2016) - [j95]Chengwei Wu, Hongyi Li, Hak-Keung Lam, Hamid Reza Karimi:
Fault detection for nonlinear networked systems based on quantization and dropout compensation: An interval type-2 fuzzy-model method. Neurocomputing 191: 409-420 (2016) - [j94]Udeme Ekong, Hak-Keung Lam, Bo Xiao, Gaoxiang Ouyang, Hongbin Liu, Kit Yan Chan, Sai-Ho Ling:
Classification of epilepsy seizure phase using interval type-2 fuzzy support vector machines. Neurocomputing 199: 66-76 (2016) - [j93]Zhaoyang Qiu, Jing Jin, Hak-Keung Lam, Yu Zhang, Xingyu Wang, Andrzej Cichocki:
Improved SFFS method for channel selection in motor imagery based BCI. Neurocomputing 207: 519-527 (2016) - [j92]Huanqing Wang, Wenxin Liu, Peter Xiaoping Liu, Hak-Keung Lam:
Adaptive fuzzy decentralized control for a class of interconnected nonlinear system with unmodeled dynamics and dead zones. Neurocomputing 214: 972-980 (2016) - [j91]Chuang Liu, Hak-Keung Lam, Xiaojun Ban, Xudong Zhao:
Design of polynomial fuzzy observer-controller with membership functions using unmeasurable premise variables for nonlinear systems. Inf. Sci. 355-356: 186-207 (2016) - [j90]Xiaojie Su, Xinxin Liu, Yong-Duan Song, Hak-Keung Lam, Lei Wang:
Reduced-order model approximation of fuzzy switched systems with pre-specified performance. Inf. Sci. 370-371: 538-550 (2016) - [j89]Shuhuan Wen, Guiqian Qin, Baowei Zhang, Hak-Keung Lam, Yongsheng Zhao, Hongbin Wang:
The study of model predictive control algorithm based on the force/position control scheme of the 5-DOF redundant actuation parallel robot. Robotics Auton. Syst. 79: 12-25 (2016) - [j88]Yabin Gao, Hongyi Li, Ligang Wu, Hamid Reza Karimi, Hak-Keung Lam:
Optimal control of discrete-time interval type-2 fuzzy-model-based systems with D-stability constraint and control saturation. Signal Process. 120: 409-421 (2016) - [j87]Hongyi Li, Yabin Gao, Peng Shi, Hak-Keung Lam:
Observer-Based Fault Detection for Nonlinear Systems With Sensor Fault and Limited Communication Capacity. IEEE Trans. Autom. Control. 61(9): 2745-2751 (2016) - [j86]Hongyi Li, Chengwei Wu, Ligang Wu, Hak-Keung Lam, Yabin Gao:
Filtering of Interval Type-2 Fuzzy Systems With Intermittent Measurements. IEEE Trans. Cybern. 46(3): 668-678 (2016) - [j85]Hongyi Li, Chengwei Wu, Shen Yin, Hak-Keung Lam:
Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables. IEEE Trans. Fuzzy Syst. 24(5): 1233-1245 (2016) - [j84]Peng Qi, Chuang Liu, Ahmad Ataka, Hak-Keung Lam, Kaspar Althoefer:
Kinematic Control of Continuum Manipulators Using a Fuzzy-Model-Based Approach. IEEE Trans. Ind. Electron. 63(8): 5022-5035 (2016) - [j83]Hongyi Li, Jiahui Wang, Hak-Keung Lam, Qi Zhou, Haiping Du:
Adaptive Sliding Mode Control for Interval Type-2 Fuzzy Systems. IEEE Trans. Syst. Man Cybern. Syst. 46(12): 1654-1663 (2016) - [c59]Xiaozhan Yang, Hak-Keung Lam, Ligang Wu:
Novel membership-function-dependent stability condition for T-S fuzzy systems. FUZZ-IEEE 2016: 2199-2205 - [c58]Shun-Hung Tsai, Yu-An Chen, Yu-Wen Chen, Ji-Chang Lo, Hak-Keung Lam:
A novel stabilization condition for T-S polynomial fuzzy system with time-delay: A sum-of-squares approach. SMC 2016: 1555-1560 - 2015
- [j82]Hongyi Li, Shen Yin, Yingnan Pan, Hak-Keung Lam:
Model reduction for interval type-2 Takagi-Sugeno fuzzy systems. Autom. 61: 308-314 (2015) - [j81]Hak-Keung Lam, Udeme Ekong, Bo Xiao, Gaoxiang Ouyang, Hongbin Liu, Kit Yan Chan, Sai-Ho Ling:
Variable weight neural networks and their applications on material surface and epilepsy seizure phase classifications. Neurocomputing 149: 1177-1187 (2015) - [j80]Qi Zhou, Di Liu, Yabin Gao, Hak-Keung Lam, Rathinasamy Sakthivel:
Interval type-2 fuzzy control for nonlinear discrete-time systems with time-varying delays. Neurocomputing 157: 22-32 (2015) - [j79]Shuhuan Wen, Baozhu Hu, Hak-Keung Lam:
Reinforcement learning optimization for base station sleeping strategy in coordinated multipoint (CoMP) communications. Neurocomputing 167: 443-450 (2015) - [j78]Kam Cheong Li, Hak-Keung Lam:
Student engagement in a technology-mediated distance learning course. Int. J. Serv. Stand. 10(4): 172-191 (2015) - [j77]Xiaoming Chen, James Lam, Hak-Keung Lam:
Positive filtering for positive Takagi-Sugeno fuzzy systems under l1 performance. Inf. Sci. 299: 32-41 (2015) - [j76]Hongyi Li, Xingjian Sun, Peng Shi, Hak-Keung Lam:
Control design of interval type-2 fuzzy systems with actuator fault: Sampled-data control approach. Inf. Sci. 302: 1-13 (2015) - [j75]Hugang Han, Hak-Keung Lam:
Polynomial Controller Design Using Disturbance Observer. J. Adv. Comput. Intell. Intell. Informatics 19(3): 439-446 (2015) - [j74]Shuhuan Wen, Xiao Chen, Chunli Ma, Hak-Keung Lam, Shaoyang Hua:
The Q-learning obstacle avoidance algorithm based on EKF-SLAM for NAO autonomous walking under unknown environments. Robotics Auton. Syst. 72: 29-36 (2015) - [j73]Christian Deters, Hak-Keung Lam, Emanuele Lindo Secco, Helge A. Wurdemann, Lakmal D. Seneviratne, Kaspar Althoefer:
Accurate Bolt Tightening Using Model-Free Fuzzy Control for Wind Turbine Hub Bearing Assembly. IEEE Trans. Control. Syst. Technol. 23(1): 1-12 (2015) - [j72]Hongyi Li, Yabin Gao, Ligang Wu, Hak-Keung Lam:
Fault Detection for T-S Fuzzy Time-Delay Systems: Delta Operator and Input-Output Methods. IEEE Trans. Cybern. 45(2): 229-241 (2015) - [j71]Hak-Keung Lam, Ligang Wu, James Lam:
Two-Step Stability Analysis for General Polynomial-Fuzzy-Model-Based Control Systems. IEEE Trans. Fuzzy Syst. 23(3): 511-524 (2015) - [j70]Kit Yan Chan, Hak-Keung Lam, Tharam S. Dillon, Sai-Ho Ling:
A Stepwise-Based Fuzzy Regression Procedure for Developing Customer Preference Models in New Product Development. IEEE Trans. Fuzzy Syst. 23(5): 1728-1745 (2015) - [j69]Hongyi Li, Xingjian Sun, Ligang Wu, Hak-Keung Lam:
State and Output Feedback Control of Interval Type-2 Fuzzy Systems With Mismatched Membership Functions. IEEE Trans. Fuzzy Syst. 23(6): 1943-1957 (2015) - [j68]Chuang Liu, Hak-Keung Lam:
Design of a Polynomial Fuzzy Observer Controller With Sampled-Output Measurements for Nonlinear Systems Considering Unmeasurable Premise Variables. IEEE Trans. Fuzzy Syst. 23(6): 2067-2079 (2015) - [j67]Hak-Keung Lam, Chuang Liu, Ligang Wu, Xudong Zhao:
Polynomial Fuzzy-Model-Based Control Systems: Stability Analysis via Approximated Membership Functions Considering Sector Nonlinearity of Control Input. IEEE Trans. Fuzzy Syst. 23(6): 2202-2214 (2015) - [j66]Qing Lu, Peng Shi, Hak-Keung Lam, Yuxin Zhao:
Interval Type-2 Fuzzy Model Predictive Control of Nonlinear Networked Control Systems. IEEE Trans. Fuzzy Syst. 23(6): 2317-2328 (2015) - [c57]Emanuele Lindo Secco, Atulya Nagar, Christian Deters, Helge A. Wurdemann, Hak-Keung Lam, Kaspar Althoefer:
A Neural Network Clamping Force Model for Bolt Tightening of Wind Turbine Hubs. CIT/IUCC/DASC/PICom 2015: 288-296 - [c56]Christian Deters, Hak-Keung Lam, Mark Barrett-Baxendale, Emanuele Lindo Secco:
Model-Based Self-Tuning PI Control of Bolt-Nut Tightening for Wind Turbine Bearing Assembly. CIT/IUCC/DASC/PICom 2015: 334-342 - [c55]Kairui Cao, Xiao Zhi Gao, Xing Wang, Hak-Keung Lam, Jing Ma:
Stability analysis of T-S fuzzy PD, PI, and PID control systems. FSKD 2015: 351-355 - [c54]Yuandi Li, Hak-Keung Lam, Lixian Zhang, Hongyi Li, Fucai Liu, Shun-Hung Tsai:
Interval type-2 fuzzy-model-based control design for time-delay systems under imperfect premise matching. FUZZ-IEEE 2015: 1-6 - [c53]Shun-Hung Tsai, Siou-An Jian, Yu-An Chen, Hak-Keung Lam, Yuandi Li:
Delay-dependent stabilization condition for T-S fuzzy neutral systems. FUZZ-IEEE 2015: 1-6 - [c52]Yan Yu, Peng Qi, Kaspar Althoefer, Hak-Keung Lam:
Lagrangian dynamics and nonlinear control of a continuum manipulator. ROBIO 2015: 1912-1917 - 2014
- [j65]Kit Yan Chan, Pei Chee Yong, Sven Nordholm, Ka Fai Cedric Yiu, Hak-Keung Lam:
A hybrid noise suppression filter for accuracy enhancement of commercial speech recognizers in varying noisy conditions. Appl. Soft Comput. 14: 132-139 (2014) - [j64]Hak-Keung Lam, Udeme Ekong, Hongbin Liu, Bo Xiao, Hugo Araújo, Sai-Ho Ling, Kit Yan Chan:
A study of neural-network-based classifiers for material classification. Neurocomputing 144: 367-377 (2014) - [j63]Hugang Han, Hak-Keung Lam:
Discrete Sliding-Mode Control for a Class of T-S Fuzzy Models with Modeling Error. J. Adv. Comput. Intell. Intell. Informatics 18(6): 908-917 (2014) - [j62]Renquan Lu, Hak-Keung Lam, Jianbin Qiu, James Lam:
Editorial of special issue: "Advances in analysis and design of model-based fuzzy control systems" in Journal of the Franklin Institute. J. Frankl. Inst. 351(7): 3503-3507 (2014) - [j61]Hongyi Li, Xing Jian Jing, Hak-Keung Lam, Peng Shi:
Fuzzy Sampled-Data Control for Uncertain Vehicle Suspension Systems. IEEE Trans. Cybern. 44(7): 1111-1126 (2014) - [j60]Xiaozhan Yang, Ligang Wu, Hak-Keung Lam, Xiaojie Su:
Stability and Stabilization of Discrete-Time T-S Fuzzy Systems With Stochastic Perturbation and Time-Varying Delay. IEEE Trans. Fuzzy Syst. 22(1): 124-138 (2014) - [j59]Hak-Keung Lam, Shun-Hung Tsai:
Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems With Mismatched Premise Membership Functions. IEEE Trans. Fuzzy Syst. 22(1): 223-229 (2014) - [j58]Ligang Wu, Xiaozhan Yang, Hak-Keung Lam:
Dissipativity Analysis and Synthesis for Discrete-Time T-S Fuzzy Stochastic SystemsWith Time-Varying Delay. IEEE Trans. Fuzzy Syst. 22(2): 380-394 (2014) - [j57]Chunsong Han, Ligang Wu, Hak-Keung Lam, Qingshuang Zeng:
Nonfragile Control With Guaranteed Cost of T-S Fuzzy Singular Systems Based on Parallel Distributed Compensation. IEEE Trans. Fuzzy Syst. 22(5): 1183-1196 (2014) - [j56]Hak-Keung Lam, Hongyi Li, Christian Deters, Emanuele Lindo Secco, Helge A. Wurdemann, Kaspar Althoefer:
Control Design for Interval Type-2 Fuzzy Systems Under Imperfect Premise Matching. IEEE Trans. Ind. Electron. 61(2): 956-968 (2014) - [c51]Sai-Ho Ling, Phyo Phyo San, Hak-Keung Lam, Hung T. Nguyen:
Non-invasive detection of hypoglycemic episodes in Type 1 diabetes using intelligent hybrid rough neural system. IEEE Congress on Evolutionary Computation 2014: 1238-1242 - [c50]Chuang Liu, Hak-Keung Lam, Xian Zhang, Hongyi Li, Sai-Ho Ling:
Relaxed stability conditions based on Taylor series membership functions for polynomial fuzzy-model-based control systems. FUZZ-IEEE 2014: 2111-2118 - [c49]Yang Liu, Xiaojun Ban, Fen Wu, Hak-Keung Lam:
Dynamie output feedback controller design for T-S fuzzy plants with actuator saturation using linear fractional transformation. FUZZ-IEEE 2014: 2125-2132 - [c48]Hugang Han, Yuta Higaki, Hak-Keung Lam:
Fuzzy disturbance observer for a class of polynomial fuzzy control systems. FUZZ-IEEE 2014: 2306-2312 - [c47]Peng Qi, Chuang Liu, Lin'an Zhang, Shuxin Wang, Hak-Keung Lam, Kaspar Althoefer:
Fuzzy logic control of a continuum manipulator for surgical applications. ROBIO 2014: 413-418 - 2013
- [j55]Kit Yan Chan, Tharam S. Dillon, Hak-Keung Lam, Sai-Ho Ling, Hung T. Nguyen:
Editorial: Special issue on hybrid evolutionary systems for manufacturing processes. Appl. Soft Comput. 13(3): 1329-1331 (2013) - [j54]Hak-Keung Lam, Jimmy Lauber:
Membership-function-dependent stability analysis of fuzzy-model-based control systems using fuzzy Lyapunov functions. Inf. Sci. 232: 253-266 (2013) - [j53]Hak-Keung Lam, Ji-Chang Lo:
Output Regulation of Polynomial-Fuzzy-Model-Based Control Systems. IEEE Trans. Fuzzy Syst. 21(2): 262-274 (2013) - [j52]Hak-Keung Lam, Mohammad Narimani, Hongyi Li, Honghai Liu:
Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems Using Switching Polynomial Lyapunov Function. IEEE Trans. Fuzzy Syst. 21(5): 800-813 (2013) - [j51]Hak-Keung Lam, Hongyi Li:
Output-Feedback Tracking Control for Polynomial Fuzzy-Model-Based Control Systems. IEEE Trans. Ind. Electron. 60(12): 5830-5840 (2013) - [c46]Shun-Hung Tsai, Chen Sun, Ji-Chang Lo, Hak-Keung Lam:
Relaxed stabilization of T-S fuzzy systems with time-delay. FUZZ-IEEE 2013: 1-6 - [c45]Christian Deters, Emanuele Lindo Secco, Helge A. Wurdemann, Hak-Keung Lam, Lakmal D. Seneviratne, Kaspar Althoefer:
Model-free fuzzy tightening control for bolt/nut joint connections of wind turbine hubs. ICRA 2013: 270-276 - 2012
- [j50]Maysam F. Abbod, Jiann-Shing Shieh, Hak-Keung Lam:
Hybrid Biomedical Intelligent Systems. Adv. Fuzzy Syst. 2012: 320428:1 (2012) - [j49]Hak-Keung Lam, Jimmy Lauber:
Stability analysis of nonlinear-function fuzzy-model-based control systems. J. Frankl. Inst. 349(10): 3102-3120 (2012) - [j48]Hak-Keung Lam:
Stabilization of Nonlinear Systems Using Sampled-Data Output-Feedback Fuzzy Controller Based on Polynomial-Fuzzy-Model-Based Control Approach. IEEE Trans. Syst. Man Cybern. Part B 42(1): 258-267 (2012) - [c44]Ji-Chang Lo, Chin-Hung Cho, Hak-Keung Lam:
New LMI Formulation For Observed-State Feedback Stabilization. SMC 2012: 2218-2223 - 2011
- [j47]Hak-Keung Lam:
Output-feedback sampled-data polynomial controller for nonlinear systems. Autom. 47(11): 2457-2461 (2011) - [j46]Sai-Ho Ling, Hak-Keung Lam:
Playing Tic-Tac-Toe Using Genetic Neural Network with Double Transfer Functions. J. Intell. Learn. Syst. Appl. 3(1): 37-44 (2011) - [j45]Hak-Keung Lam:
LMI-Based Stability Analysis for Fuzzy-Model-Based Control Systems Using Artificial T-S Fuzzy Model. IEEE Trans. Fuzzy Syst. 19(3): 505-513 (2011) - [j44]Hak-Keung Lam:
Polynomial Fuzzy-Model-Based Control Systems: Stability Analysis Via Piecewise-Linear Membership Functions. IEEE Trans. Fuzzy Syst. 19(3): 588-593 (2011) - [j43]Mohammad Narimani, Hak-Keung Lam, Reza Sham Dilmaghani, Charles Wolfe:
LMI-Based Stability Analysis of Fuzzy-Model-Based Control Systems Using Approximated Polynomial Membership Functions. IEEE Trans. Syst. Man Cybern. Part B 41(3): 713-724 (2011) - [c43]Hak-Keung Lam, Mohammad Narimani, Lakmal D. Seneviratne:
LMI-based stability conditions for interval type-2 fuzzy-model-based control systems. FUZZ-IEEE 2011: 298-303 - [c42]Mohammad Narimani, Hak-Keung Lam, Hak-Keung Althoefer, Reza Sham Dilmaghani, Charles Wolfe, Christian Deters:
An approach for stability analysis of polynomial fuzzy model-based control systems. FUZZ-IEEE 2011: 2232-2237 - 2010
- [b1]Hak-Keung Lam, Frank Hung-Fat Leung:
Stability Analysis of Fuzzy-Model-Based Control Systems - Linear-Matrix-Inequality Approach. Studies in Fuzziness and Soft Computing 264, Springer 2010, ISBN 978-3-642-17843-6, pp. 1-215 - [j42]Hak-Keung Lam, Mohammad Narimani:
Quadratic-Stability Analysis of Fuzzy-Model-Based Control Systems Using Staircase Membership Functions. IEEE Trans. Fuzzy Syst. 18(1): 125-137 (2010) - [j41]Mohammad Narimani, Hak-Keung Lam:
SOS-Based Stability Analysis of Polynomial Fuzzy-Model-Based Control Systems Via Polynomial Membership Functions. IEEE Trans. Fuzzy Syst. 18(5): 862-871 (2010) - [c41]Hak-Keung Lam, Mohammad Narimani:
Stability analysis of sampled-data output-feedback polynomial fuzzy-model-based control systems. FUZZ-IEEE 2010: 1-7 - [c40]Hak-Keung Lam, Mohammad Narimani, Frank Hung-Fat Leung:
Stability analysis and stabilization of polynomial fuzzy-model-based control systems using piecewise linear membership functions. FUZZ-IEEE 2010: 1-8 - [c39]Mohammad Narimani, Hak-Keung Lam:
LMI-based stability analysis of fuzzy model-based control systems using approximated polynomial membership functions. FUZZ-IEEE 2010: 1-8 - [c38]Mohammad Narimani, Hak-Keung Lam, Reza Sham Dilmaghani, Charles Wolfe:
Relaxed LMI-based stability analysis of fuzzy model-based control systems using approximated polynomial membership functions. SMC 2010: 1603-1610
2000 – 2009
- 2009
- [j40]Hak-Keung Lam, J. Prada:
Interpretation of Handwritten Single-Stroke Graffiti Using Support Vector Machines. Int. J. Comput. Intell. Appl. 8(4): 369-393 (2009) - [j39]Hak-Keung Lam, Mohammad Narimani:
Stability Analysis and Performance Design for Fuzzy-Model-Based Control System Under Imperfect Premise Matching. IEEE Trans. Fuzzy Syst. 17(4): 949-961 (2009) - [j38]Mohammad Narimani, Hak-Keung Lam:
Relaxed LMI-Based Stability Conditions for Takagi-Sugeno Fuzzy Control Systems Using Regional-Membership-Function-Shape-Dependent Analysis Approach. IEEE Trans. Fuzzy Syst. 17(5): 1221-1228 (2009) - [c37]Mohammad Narimani, Hak-Keung Lam:
Relaxed LMI-based stability conditions for takagi-sugeno fuzzy control systems using regional membership-function-shape-dependent analysis approach. FUZZ-IEEE 2009: 191-196 - [c36]Mohammad Narimani, Hak-Keung Lam:
SOS-based stability analysis of takagi-sugeno fuzzy control systems via polynomial membership functions. FUZZ-IEEE 2009: 203-208 - [c35]Ginny Y. Wong, Frank H. F. Leung, Hak-Keung Lam:
Relaxed stability conditions for discrete-time fuzzy-model-based control systems. FUZZ-IEEE 2009: 221-226 - [c34]Hak-Keung Lam, Mohammad Narimani:
Sum-of-squares-based stability analysis of polynomial fuzzy-model-based control systems. FUZZ-IEEE 2009: 234-239 - [c33]Hak-Keung Lam, Mohammad Narimani, Lakmal D. Seneviratne:
Quadratic stability analysis of fuzzy control systems using stepwise membership functions. FUZZ-IEEE 2009: 790-795 - [c32]Mohammad Narimani, Hak-Keung Lam:
SOS-based Stability Analysis of Polynomial Fuzzy Control Systems via Polynomial Membership Functions. SMC 2009: 3011-3016 - 2008
- [j37]Hak-Keung Lam, Frank H. F. Leung:
Stability analysis of discrete-time fuzzy-model-based control systems with time delay: Time delay-independent approach. Fuzzy Sets Syst. 159(8): 990-1000 (2008) - [j36]J. H. C. Nga, Herbert H. C. Iu, Bingo Wing-Kuen Ling, Hak-Keung Lam:
Analysis and Control of bifurcation and Chaos in Average Queue Length in TCP/Red Model. Int. J. Bifurc. Chaos 18(8): 2449-2459 (2008) - [j35]Frank H. F. Leung, Sai-Ho Ling, Hak-Keung Lam:
An Improved Genetic-Algorithm-Based Neural-Tuned Neural Network. Int. J. Comput. Intell. Appl. 7(4): 469-492 (2008) - [j34]Hak-Keung Lam, Lakmal D. Seneviratne:
Chaotic Synchronization Using Sampled-Data Fuzzy Controller Based on Fuzzy-Model-Based Approach. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(3): 883-892 (2008) - [j33]Hak-Keung Lam, Bingo Wing-Kuen Ling, Herbert Ho-Ching Iu, Steve S. H. Ling:
Synchronization of Chaotic Systems Using Time-Delayed Fuzzy State-Feedback Controller. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(3): 893-903 (2008) - [j32]Charlotte Yuk-Fan Ho, Bingo Wing-Kuen Ling, Hak-Keung Lam, Muhammad H. U. Nasir:
Global Convergence and Limit Cycle Behavior of Weights of Perceptron. IEEE Trans. Neural Networks 19(6): 938-947 (2008) - [j31]Hak-Keung Lam, Lakmal D. Seneviratne:
Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems. IEEE Trans. Syst. Man Cybern. Part B 38(3): 617-628 (2008) - [j30]Sai-Ho Ling, Herbert H. C. Iu, Kit Yan Chan, Hak-Keung Lam, Chun Wan Yeung, Frank H. F. Leung:
Hybrid Particle Swarm Optimization With Wavelet Mutation and Its Industrial Applications. IEEE Trans. Syst. Man Cybern. Part B 38(3): 743-763 (2008) - [c31]Hak-Keung Lam, Mohammad Narimani, Johnny C. Y. Lai, Frank H. F. Leung:
Stability analysis of T-S fuzzy-model-based control systems using fuzzy Lyapunov function. FUZZ-IEEE 2008: 931-938 - [c30]Bingo Wing-Kuen Ling, Charlotte Yuk-Fan Ho, Hak-Keung Lam, Thomas Pak-Lin Wong, Albert Yick-Po Chan, Peter Kwong-Shun Tam:
Fuzzy rule based multiwavelet ECG signal denoising. FUZZ-IEEE 2008: 1064-1068 - [c29]Charlotte Yuk-Fan Ho, Bingo Wing-Kuen Ling, Muhammad H. U. Nasir, Hak-Keung Lam, Herbert H. C. Iu:
Properties of an invariant set of weights of perceptrons. IJCNN 2008: 1629-1634 - 2007
- [j29]Hak-Keung Lam, Frank H. F. Leung:
Fuzzy controller with stability and performance rules for nonlinear systems. Fuzzy Sets Syst. 158(2): 147-163 (2007) - [j28]Hak-Keung Lam, Frank H. F. Leung:
Stabilization of Chaotic Systems Using Linear sampled-Data Controller. Int. J. Bifurc. Chaos 17(6): 2021-2031 (2007) - [j27]Hak-Keung Lam, Lakmal D. Seneviratne:
Synchronization of Chaotic Systems Using Neural-Network-Based Controller. Int. J. Bifurc. Chaos 17(6): 2117-2125 (2007) - [j26]K. F. Leung, Frank H. F. Leung, Hak-Keung Lam, Sai-Ho Ling:
Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition. Neural Comput. Appl. 16(4-5): 419-431 (2007) - [j25]Sai-Ho Ling, Frank H. F. Leung, Hak-Keung Lam:
Input-dependent neural network trained by real-coded genetic algorithm and its industrial applications. Soft Comput. 11(11): 1033-1052 (2007) - [j24]Hak-Keung Lam, Frank Hung-Fat Leung:
Design and Training for Combinational Neural-Logic Systems. IEEE Trans. Ind. Electron. 54(1): 612-619 (2007) - [j23]Hak-Keung Lam, Lakmal D. Seneviratne:
BMI-Based Stability and Performance Design for Fuzzy-Model-Based Control Systems Subject to Parameter Uncertainties. IEEE Trans. Syst. Man Cybern. Part B 37(3): 502-514 (2007) - [j22]Hak-Keung Lam, Frank H. F. Leung:
Sampled-Data Fuzzy Controller for Time-Delay Nonlinear Systems: Fuzzy-Model-Based LMI Approach. IEEE Trans. Syst. Man Cybern. Part B 37(3): 617-629 (2007) - [j21]Hak-Keung Lam, Frank H. F. Leung:
LMI-Based Stability and Performance Conditions for Continuous-Time Nonlinear Systems in Takagi-Sugeno's Form. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1396-1406 (2007) - [c28]Hak-Keung Lam, Sai-Ho Ling, Herbert H. C. Iu, Chun Wan Yeung, Frank H. F. Leung:
Control of nonlinear systems with a linear state-feedback controller and a modified neural network tuned by genetic algorithm. IEEE Congress on Evolutionary Computation 2007: 1614-1619 - [c27]Hak-Keung Lam, Chun Wan Yeung, Frank H. F. Leung:
Stability Analysis and Performance Deign for Fuzzy-Model-Based Control System under Imperfect Premise Matching. FUZZ-IEEE 2007: 1-6 - [c26]Hak-Keung Lam, Chun Wan Yeung, Frank H. F. Leung:
Stability Conditions for Fuzzy Control Systems with Fuzzy Feedback Gains. FUZZ-IEEE 2007: 1-6 - 2006
- [j20]Hak-Keung Lam, Frank H. F. Leung:
Synchronization of Uncertain Chaotic Systems Based on the Fuzzy-Model-Based Approach. Int. J. Bifurc. Chaos 16(5): 1435-1444 (2006) - [j19]Hak-Keung Lam, Frank H. F. Leung:
Design and Stabilization of Sampled-Data Neural-Network-Based Control Systems. IEEE Trans. Syst. Man Cybern. Part B 36(5): 995-1005 (2006) - [c25]Hak-Keung Lam, Frank Hung-Fat Leung:
LMI Relaxed Stability Conditions for Fuzzy-Model-based Control Systems. FUZZ-IEEE 2006: 1932-1938 - [c24]Hak-Keung Lam, Frank Hung-Fat Leung:
LMI-based Stability and Performance Conditions for Continuous-time Nonlinear Systems in Takagi-Sugeno's Form. FUZZ-IEEE 2006: 2020- - [c23]Hak-Keung Lam, Frank Hung-Fat Leung:
LMI-based Stability and Performance Design of Fuzzy Control Systems: Fuzzy Models and Controllers with Different Premises. FUZZ-IEEE 2006: 2027-2034 - [c22]Sai-Ho Ling, Frank H. F. Leung, Hak-Keung Lam:
A Variable Node-to-Node-Link Neural Network and Its Application to Hand-Written Recognition. IJCNN 2006: 921-928 - 2005
- [j18]Hak-Keung Lam, Frank H. F. Leung:
Fuzzy rule-based combination of linear and switching state-feedback controllers. Fuzzy Sets Syst. 156(2): 153-184 (2005) - [j17]Sai-Ho Ling, Frank H. F. Leung, Lik-Kin Wong, Hak-Keung Lam:
Computational Intelligence Techniques for Home Electric Load Forecasting and Balancing. Int. J. Comput. Intell. Appl. 5(3): 371-392 (2005) - [j16]Sai-Ho Ling, Frank H. F. Leung, Hak-Keung Lam:
An improved genetic algorithm based fuzzy-tuned neural network. Int. J. Neural Syst. 15(6): 457-474 (2005) - [j15]Hak-Keung Lam, Frank H. F. Leung:
Fuzzy combination of fuzzy and switching state-feedback controllers for nonlinear systems subject to parameter uncertainties. IEEE Trans. Syst. Man Cybern. Part B 35(2): 269-281 (2005) - [j14]Hak-Keung Lam, Frank H. F. Leung:
Stability analysis of fuzzy control systems subject to uncertain grades of membership. IEEE Trans. Syst. Man Cybern. Part B 35(6): 1322-1325 (2005) - [c21]Steve S. H. Ling, Hak-Keung Lam, Frank Hung-Fat Leung:
A variable-parameter neural network trained by improved genetic algorithm and its application. IJCNN 2005: 1343-1348 - [c20]Hak-Keung Lam, Frank Hung-Fat Leung:
Design and stabilization of sampled-data neural-network-based control systems. IJCNN 2005: 2249-2254 - 2004
- [j13]Hak-Keung Lam, Sai-Ho Ling, Frank H. F. Leung, Peter Kwong-Shun Tam:
Function estimation using a neural-fuzzy network and an improved genetic algorithm. Int. J. Approx. Reason. 36(3): 243-260 (2004) - [j12]Frank Hung-Fat Leung, Hak-Keung Lam, Sai-Ho Ling, Peter Kwong-Shun Tam:
Optimal and stable fuzzy controllers for nonlinear systems based on an improved genetic algorithm. IEEE Trans. Ind. Electron. 51(1): 172-182 (2004) - [j11]K. F. Leung, Frank H. F. Leung, Hak-Keung Lam, Steve S. H. Ling:
On interpretation of graffiti digits and characters for eBooks: neural-fuzzy network and genetic algorithm approach. IEEE Trans. Ind. Electron. 51(2): 464-471 (2004) - [j10]Hak-Keung Lam, Frank H. F. Leung, Yim-Shu Lee:
Design of a switching controller for nonlinear systems with unknown parameters based on a fuzzy logic approach. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1068-1074 (2004) - [j9]Hak-Keung Lam, Frank H. F. Leung:
Digit and command interpretation for electronic book using neural network and genetic algorithm. IEEE Trans. Syst. Man Cybern. Part B 34(6): 2273-2283 (2004) - 2003
- [j8]Sai-Ho Ling, Frank Hung-Fat Leung, Hak-Keung Lam, Yim-Shu Lee, Peter Kwong-Shun Tam:
A novel genetic-algorithm-based neural network for short-term load forecasting. IEEE Trans. Ind. Electron. 50(4): 793-799 (2003) - [j7]Sai-Ho Ling, Frank Hung-Fat Leung, Hak-Keung Lam, Peter Kwong-Shun Tam:
Short-term electric load forecasting based on a neural fuzzy network. IEEE Trans. Ind. Electron. 50(6): 1305-1316 (2003) - [j6]Frank Hung-Fat Leung, Hak-Keung Lam, Sai-Ho Ling, Peter Kwong-Shun Tam:
Tuning of the structure and parameters of a neural network using an improved genetic algorithm. IEEE Trans. Neural Networks 14(1): 79-88 (2003) - [j5]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Design and stability analysis of fuzzy model-based nonlinear controller for nonlinear systems using genetic algorithm. IEEE Trans. Syst. Man Cybern. Part B 33(2): 250-257 (2003) - [c19]Hak-Keung Lam, Sai-Ho Ling, Frank H. F. Leung, Peter Kwong-Shun Tam, Yim-Shu Lee:
Gain estimation for an AC power line data network transmitter using a neural-fuzzy network and an improved genetic algorithm. FUZZ-IEEE 2003: 167-172 - [c18]K. F. Leung, Frank H. F. Leung, Hak-Keung Lam, Peter Kwong-Shun Tam:
Recognition of speech commands using a modified neural fuzzy network and an improved GA. FUZZ-IEEE 2003: 190-195 - [c17]K. H. Leung, Frank H. F. Leung, Hak-Keung Lam, Peter Kwong-Shun Tam:
Neural fuzzy network and genetic algorithm approach for Cantonese speech command recognition. FUZZ-IEEE 2003: 208-213 - [c16]Sai-Ho Ling, Hak-Keung Lam, Frank H. F. Leung, Yim-Shu Lee:
A genetic algorithm based fuzzy-tuned neural network. FUZZ-IEEE 2003: 220-225 - [c15]Frank Hung-Fat Leung, Hak-Keung Lam, Peter Kwong-Shun Tam, Yim-Shu Lee:
Stable fuzzy controller design for uncertain nonlinear systems: genetic algorithm approach. FUZZ-IEEE 2003: 500-505 - 2002
- [c14]Steve S. H. Ling, Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Learning of neural network parameters using a fuzzy genetic algorithm. IEEE Congress on Evolutionary Computation 2002: 1928-1933 - [c13]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Design and stability analysis of fuzzy model based nonlinear controller for nonlinear systems using genetic algorithm. FUZZ-IEEE 2002: 232-237 - [c12]Hak-Keung Lam, K. F. Leung, Sai-Ho Ling, Frank H. F. Leung, Peter Kwong-Shun Tam:
On interpretation of graffiti digits and commands for eBooks: neural fuzzy network and genetic algorithm approach. FUZZ-IEEE 2002: 443-448 - 2001
- [j4]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Fuzzy control of a class of multivariable nonlinear systems subject to parameter uncertainties: model reference approach. Int. J. Approx. Reason. 26(2): 129-144 (2001) - [j3]Hak-Keung Lam, Frank Hung-Fat Leung, Peter Kwong-Shun Tam:
Nonlinear state feedback controller for nonlinear systems: Stability analysis and design based on fuzzy plant model. IEEE Trans. Fuzzy Syst. 9(4): 657-661 (2001) - [c11]Hak-Keung Lam, Sai-Ho Ling, Frank H. F. Leung, Peter Kwong-Shun Tam:
Optimal and Stable Fuzzy Controllers for Nonlinear Systems Subject to Parameter Uncertainties Using Genetic Algorithm. FUZZ-IEEE 2001: 908-911 - [c10]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Linear Controllers for Fuzzy Systems Subject to Unknowns Parameters: Stability Analysis and Design Based on Linear Matrix Inequality (LMI) Approach. FUZZ-IEEE 2001: 1012-1015 - [c9]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Stability Analysis & Design of Fuzzy Observer-controller for Fuzzy Systems. FUZZ-IEEE 2001: 1259-1262 - [c8]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
On Design of Switching Controller for Non-linear Systems With Unknown Parameters Based on a Model Reference Approach. FUZZ-IEEE 2001: 1263-1266 - [c7]Sai-Ho Ling, Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
A Neural Fuzzy Network With Optimal Number of Rules for Short Term Load Forecasting in An Intelligent Home. FUZZ-IEEE 2001: 1456-1459 - [c6]Hak-Keung Lam, Sai-Ho Ling, K. F. Leung, Frank H. F. Leung:
On Interpretation of Graffitti commands for EBooks Using a Neural Netwrok and An Improved Genetic Algorithm. FUZZ-IEEE 2001: 1464-1467 - [c5]T. H. Lee, Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
A Fast Path Planning-and-Tracking Control for Wheeled Mobile Robots. ICRA 2001: 1736-1741 - 2000
- [j2]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Stable and robust fuzzy control for uncertain nonlinear systems. IEEE Trans. Syst. Man Cybern. Part A 30(6): 825-840 (2000) - [c4]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Switching controller for fuzzy systems subject to unknown parameters: analysis and design based on a linear matrix inequality (LMI) approach. FUZZ-IEEE 2000: 555-559 - [c3]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Fuzzy state feedback controller for nonlinear systems: stability analysis and design. FUZZ-IEEE 2000: 677-681 - [c2]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Stability and robustness analysis and gain design for fuzzy control systems subject to parameter uncertainties. FUZZ-IEEE 2000: 682-687 - [c1]Hak-Keung Lam, Frank H. F. Leung, Peter Kwong-Shun Tam:
Fuzzy control of multivariable nonlinear systems subject to parameter uncertainties: model reference approach. FUZZ-IEEE 2000: 1037-1040
1990 – 1999
- 1998
- [j1]Frank H. F. Leung, Lik-Kin Wong, Peter Kwong-Shun Tam, Hak-Keung Lam:
Realization of Analog Fuzzy Logic Control for PWM Boost Converters. J. Circuits Syst. Comput. 8(3): 411-419 (1998)
Coauthor Index
Frank H. F. Leung
aka: Frank Hung-Fat Leung
aka: Frank Hung-Fat Leung
[b1] [c40] [c35] [j37] [j35] [j30] [c31] [j29] [j28] [j26] [j25] [j24] [j22] [j21] [c28] [c27] [c26] [j20] [j19] [c25] [c24] [c23] [c22] [j18] [j17] [j16] [j15] [j14] [c21] [c20] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [j4] [j3] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [j2] [c4] [c3] [c2] [c1] [j1]
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