TY - GEN
T1 - A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets
AU - Wada, Ryoya
AU - Tagashira, Shigeaki
AU - Ogino, Masaki
AU - Ishida, Shigemi
AU - Fukuda, Akira
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/1/10
Y1 - 2017/1/10
N2 - We have developed a privacy-aware user tracking system that can track users by using their footprint data measured across spatially disjoint pressure sensor sheets. The main task in the system is to recognize correspondence between footprints measured across pressure sensor sheets, i.e., it needs to recognize a single user walking across pressure sensor sheets as an instance and different users as different ones. In this paper, we propose a footprint matching method designed for walking users. It mainly consists of two steps: i.e., footprint averaging and similarity calculating, in order to handle footprint data recorded as a time series for a walking user. Moreover, we have conducted a basic evaluation to confirm the effectiveness of the proposed footprint matching method. The result shows that the matching performance can achieve 78%.
AB - We have developed a privacy-aware user tracking system that can track users by using their footprint data measured across spatially disjoint pressure sensor sheets. The main task in the system is to recognize correspondence between footprints measured across pressure sensor sheets, i.e., it needs to recognize a single user walking across pressure sensor sheets as an instance and different users as different ones. In this paper, we propose a footprint matching method designed for walking users. It mainly consists of two steps: i.e., footprint averaging and similarity calculating, in order to handle footprint data recorded as a time series for a walking user. Moreover, we have conducted a basic evaluation to confirm the effectiveness of the proposed footprint matching method. The result shows that the matching performance can achieve 78%.
UR - http://www.scopus.com/inward/record.url?scp=85013676766&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85013676766&partnerID=8YFLogxK
U2 - 10.1109/ICA.2016.41
DO - 10.1109/ICA.2016.41
M3 - Conference contribution
AN - SCOPUS:85013676766
T3 - Proceedings - 2016 International Conference on Agents, ICA 2016
SP - 142
EP - 145
BT - Proceedings - 2016 International Conference on Agents, ICA 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st IEEE International Conference on Agents, ICA 2016
Y2 - 28 September 2016 through 30 September 2016
ER -