Abstract

Millimeter wave radar, compared with cameras and other detection equipment, can better protect privacy. At the same time, millimeter wave cost is low, and is not affected by rain, fog and other weather, so it is used more and more widely. In this paper, millimeter wave radar AWR1642 was used to collect 8 kinds of daily movements at home. Based on the obtained radar data spectrum, the millimeter-wave radar action database is constructed. Finally, the residual network is used to recognize and classify the spectral graph, with an accuracy of 99.79%. Abstract: In this paper, millimeter wave radar AWR1642 was used to collect 8 kinds of daily movements at home. Based on the obtained radar data spectrum, the millimeter-wave radar action database is constructed. Finally, the residual network is used to recognize and classify the spectral graph, with an accuracy of 99.79%.

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