arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1908.10560cs.HCeess.SP

Efficient Convolutional Neural Network for FMCW Radar Based Hand Gesture Recognition

Xiaodong Cai, Jingyi Ma, Wei Liu, Hemin Han, Lili Ma

英文摘要:

FMCW radar could detect object's range, speed and Angleof-Arrival, advantages are robust to bad weather, good range resolution, and good speed resolution. In this paper, we consider the FMCW radar as a novel interacting interface on laptop. We merge sequences of object's range, speed, azimuth information into single input, then feed to a convolution neural network to learn spatial and temporal patterns. Our model achieved 96% accuracy on test set and real-time test.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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