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WiFi behaviour recognition (Fall-down detection)
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This video demonstrates our WiFi behaviour recognition system that can successfully detect several human behaviours including falling down. It uses 802.11n signals collected from three receiver antennas of a COTS WiFi network interface card (one transmitter antenna, 40MHz bandwidth, 5GHz band), without requiring dedicated devices.
Main Publication: Zhenguo Shi, J. Andrew Zhang, Richard Xu and Qingqing Cheng, “Environment-Robust Device-free Human Activity Recognition with Channel-State-Information Enhancement and One-Shot Learning”, accepted for publication in IEEE Trans. On Mobile Computing, July 2020.
Main Publication: Zhenguo Shi, J. Andrew Zhang, Richard Xu and Qingqing Cheng, “Environment-Robust Device-free Human Activity Recognition with Channel-State-Information Enhancement and One-Shot Learning”, accepted for publication in IEEE Trans. On Mobile Computing, July 2020.
WiFi behaviour recognition (Fall-down detection)
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