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Learning Human-Blockage Direction Prediction from ...
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由 P Susarla 著作2023被引用 5 次 — The results show that our trained MLP-trained models can simultaneously sense multiple indoor human radio-blockage directions at an average F1 score of 0.84 ...
(PDF) Learning Human-Blockage Direction Prediction from ...
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2023年6月1日 — Millimeter wave (mmWave) beamforming is a vital component of the fifth generation (5G) new radio (NR) and beyond wireless communication ...
Learning Human-Blockage Direction Prediction from ...
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由 P Susarla 著作2023被引用 5 次 — The results show that our trained MLP-trained models can simultaneously sense multiple indoor human radio- blockage directions at an average F1 score of 0.84 ...
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Learning Human-Blockage Direction Prediction from Indoor ...
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由 P Susarla 著作2023被引用 5 次 — The results show that our trained MLP-trained models can simultaneously sense multiple indoor human radio-blockage directions at an average F1 score of 0.84 and ...
Learning Human-Blockage Direction Prediction from ...
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A multi layer perceptron (MLP) framework is designed to analyze the HuMRaBD dataset and the results show that trained MLP-trained models can simultaneously ...
Learning human-blockage direction prediction from indoor mmWave ...
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Current device-free WiFi sensing approaches use vendor-specific channel state information to obtain fine-grained human blockage predictions. Our novelty in this ...
Learning Human-Blockage Direction Prediction from Indoor ...
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Learning Human-Blockage Direction Prediction from Indoor mmWave Radio Measurements. P. Susarla, M. Jokinen, N. Tervo, M. Leinonen, M. López, M. Juntti, ...
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2023年5月28日 — Learning Human-Blockage Direction Prediction from Indoor mmWave Radio Measurements. Praneeth Susarla 1. ,. Markku Jokinen 2.
Praneeth Susarla
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Learning Human-Blockage Direction Prediction from Indoor mmWave Radio Measurements ... Human Position Classification from Indoor mmWave Radio RSSI Measurements.
mmWave radio-blockage MLP prediction for no human ...
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We evaluate the trained MLP model performance by comparing the blockage direction predictions against the ground truth in the form of a classification report ...