JOURNAL ARTICLE
Preliminary Investigation of Position Independent Gesture Recognition Using Wi-Fi CSI
Abstract
This study investigates the feasibility of hand gesture recognition independent of the user position using Wi-Fi channel state information (CSI) obtained from a smartphone carried by a user. In this paper, we investigate the effectiveness of the component corresponding to the velocity of hand movements extracted from CSI for gesture recognition.
Keywords:
Gesture Gesture recognition Computer science Position (finance) Channel state information Channel (broadcasting) Speech recognition Component (thermodynamics) Independent component analysis State (computer science) Artificial intelligence Computer vision Pattern recognition (psychology) Wireless Computer network Telecommunications Algorithm
Metrics
6
Cited By
0.49
FWCI (Field Weighted Citation Impact)
12
Refs
0.68
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Indoor and Outdoor Localization Technologies
Physical Sciences → Engineering → Electrical and Electronic Engineering
Speech and Audio Processing
Physical Sciences → Computer Science → Signal Processing
Wireless Networks and Protocols
Physical Sciences → Computer Science → Computer Networks and Communications
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