Whole-home gesture recognition using wireless signals
2013pp. 27–27
Citations Over TimeTop 1% of 2013 papers
Abstract
This paper presents WiSee, a novel gesture recognition system that leverages wireless signals (e.g., Wi-Fi) to enable whole-home sensing and recognition of human gestures. Since wireless signals do not require line-of-sight and can traverse through walls, WiSee can enable whole-home gesture recognition using few wireless sources. Further, it achieves this goal without requiring instrumentation of the human body with sensing devices. We implement a proof-of-concept prototype of WiSee using USRP-N210s and evaluate it in both an office environment and a two- bedroom apartment. Our results show that WiSee can identify and classify a set of nine gestures with an average accuracy of 94%.
Related Papers
- Universal Software Radio Peripheral(2010)
- → An Intelligent Smart Home Control Using Body Gestures(2006)18 cited
- → Real‐time hand gestures system based on leap motion(2018)11 cited
- → An Experimental Study of the Transmit Power for a USRP Software-Defined Radio(2018)7 cited
- Real-Time Gesture Recognition for Dynamic Applications(2015)