The Challenges of Deploying Indoor Millimeter-Wave Radar Sensors
Despite their compact design and straightforward hardware architecture, indoor millimeter-wave radar sensors pose significant #challenges when it comes to real-world application. The complexity of these radars should not be underestimated simply because of their small size. The difficulties are particularly evident in the following areas:
1. Algorithmic approach: The need for low computational resources is paramount, yet the algorithms must deliver outstanding performance.
2. Hardware costs should be minimized, requiring seamless integration with a cost-effective processor to maintain a balance between real-time operation and accuracy.
3. Practical implementation involves overcoming a multitude of potential issues, such as diverse interferences, blind spots, false #alarms, and oversights.
4. The indoor setting is complex, with targets exhibiting a wide range of characteristics, which demands sophisticated #radar signal processing capabilities.
5. Consistency in hardware quality is essential. Millimeter-wave radars are diminutive, but some manufacturers produce boards with varying performance levels; some exhibit higher signal quality, while others are of inferior quality. Additionally, power noise is a concern.
6. Human presence detection is just one aspect of the functionality. Harmonizing features like #gesture recognition, headcounting, sleep #monitoring, and fall detection into a unified system is a complex task.
7. Attaining specific performance benchmarks and precision data is a formidable challenge.
#IoT #iotsolutions #radar #radardetector #radarsensor #radartechnology #sensor
Director of product management
5moIt looks really cool! Looking forward to benchmark it! 😁