TY - GEN
T1 - Poster
T2 - 15th ACM International Conference on Mobile Systems, Applications, and Services, MobiSys 2017
AU - Soltanaghaei, Elahe
AU - Kalyanaraman, Avinash
AU - Whitehouse, Kamin
N1 - Publisher Copyright:
© 2017 Copyright held by the owner/author(s).
PY - 2017/6/16
Y1 - 2017/6/16
N2 - A large amount of energy could be saved by detecting home occupancy and automatically controlling the lights, HVAC, water heating, and other mechanical systems. Existing systems rely on motion information, which usually fail to detect occupied rooms with stationary people. In this project, we study the possibility of converting commodity WiFi access points to occupancy sensors by exploiting multipath reections as individual spatial sensors. The proposed method measures fine-grained distortions caused by human body on phase and amplitude of WiFi signals. Our initial results suggest that formulating WiFi parameters into angle of arrival provides a more sensitive metric to measure occupancy.
AB - A large amount of energy could be saved by detecting home occupancy and automatically controlling the lights, HVAC, water heating, and other mechanical systems. Existing systems rely on motion information, which usually fail to detect occupied rooms with stationary people. In this project, we study the possibility of converting commodity WiFi access points to occupancy sensors by exploiting multipath reections as individual spatial sensors. The proposed method measures fine-grained distortions caused by human body on phase and amplitude of WiFi signals. Our initial results suggest that formulating WiFi parameters into angle of arrival provides a more sensitive metric to measure occupancy.
UR - http://www.scopus.com/inward/record.url?scp=85025635713&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85025635713&partnerID=8YFLogxK
U2 - 10.1145/3081333.3089305
DO - 10.1145/3081333.3089305
M3 - Conference contribution
AN - SCOPUS:85025635713
T3 - MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services
SP - 161
BT - MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services
PB - Association for Computing Machinery
Y2 - 19 June 2017 through 23 June 2017
ER -