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Department of Electrical Engineering and Computer Science
RTCPS(Real-Time Cyber-Physical Systems) Lab
2. Conference Papers
Poster Abstract: WiTraffic-non-intrusive vehicle classification using WiFi
Zhang, Shaohu Zhang
;
Won, Myounggyu
;
Son, Sang Hyuk
Department of Electrical Engineering and Computer Science
RTCPS(Real-Time Cyber-Physical Systems) Lab
2. Conference Papers
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Title
Poster Abstract: WiTraffic-non-intrusive vehicle classification using WiFi
Issued Date
2016
Citation
Zhang, Shaohu Zhang. (2016). Poster Abstract: WiTraffic-non-intrusive vehicle classification using WiFi. 14th ACM Conference on Embedded Networked Sensor Systems, SenSys 2016, 358–359. doi: 10.1145/2994551.2996705
Type
Conference Paper
ISBN
9780000000000
Abstract
We present WiTraffic: The first WiFi-based traffic monitor-ing system. The unique WiFi Channel State Information (CSI) patterns of passing vehicles are captured and analyzed to perform vehicle classification. We implemented WiTraf-fic with off-The-shelf WiFi devices and performed real-world experiments with over a week of field data collection. The results show that the classification accuracy is around 96%. © 2016 Copyright held by the owner/author(s).
URI
http://hdl.handle.net/20.500.11750/3609
DOI
10.1145/2994551.2996705
Publisher
Association for Computing Machinery, Inc
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