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
- Title
- Poster Abstract: WiTraffic-non-intrusive vehicle classification using WiFi
- Author(s)
- Zhang, Shaohu Zhang ; Won, Myounggyu ; Son, Sang Hyuk
- Issued Date
- 2016
- Citation
- 14th ACM Conference on Embedded Networked Sensor Systems, SenSys 2016, pp.358 - 359
- 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).
- Publisher
- Association for Computing Machinery, Inc
- Related Researcher
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Son, Sang Hyuk
- Research Interests Real-time system; Wireless sensor network; Cyber-physical system; Data and event service; Information security; 실시간 임베디드 시스템
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