A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets

Ryoya Wada, Shigeaki Tagashira, Masaki Ogino, Shigemi Ishida, Akira Fukuda

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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%.

Original languageEnglish
Title of host publicationProceedings - 2016 International Conference on Agents, ICA 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages142-145
Number of pages4
ISBN (Electronic)9781509039319
DOIs
Publication statusPublished - Jan 10 2017
Event1st IEEE International Conference on Agents, ICA 2016 - Matsue, Shimane, Japan
Duration: Sep 28 2016Sep 30 2016

Publication series

NameProceedings - 2016 International Conference on Agents, ICA 2016

Other

Other1st IEEE International Conference on Agents, ICA 2016
CountryJapan
CityMatsue, Shimane
Period9/28/169/30/16

Fingerprint

Pressure Sensor
Pressure sensors
Tracking System
Privacy
Time series
Averaging
Disjoint
Correspondence
Evaluation

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Hardware and Architecture
  • Modelling and Simulation

Cite this

Wada, R., Tagashira, S., Ogino, M., Ishida, S., & Fukuda, A. (2017). A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets. In Proceedings - 2016 International Conference on Agents, ICA 2016 (pp. 142-145). [7812994] (Proceedings - 2016 International Conference on Agents, ICA 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICA.2016.41

A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets. / Wada, Ryoya; Tagashira, Shigeaki; Ogino, Masaki; Ishida, Shigemi; Fukuda, Akira.

Proceedings - 2016 International Conference on Agents, ICA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 142-145 7812994 (Proceedings - 2016 International Conference on Agents, ICA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wada, R, Tagashira, S, Ogino, M, Ishida, S & Fukuda, A 2017, A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets. in Proceedings - 2016 International Conference on Agents, ICA 2016., 7812994, Proceedings - 2016 International Conference on Agents, ICA 2016, Institute of Electrical and Electronics Engineers Inc., pp. 142-145, 1st IEEE International Conference on Agents, ICA 2016, Matsue, Shimane, Japan, 9/28/16. https://doi.org/10.1109/ICA.2016.41
Wada R, Tagashira S, Ogino M, Ishida S, Fukuda A. A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets. In Proceedings - 2016 International Conference on Agents, ICA 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 142-145. 7812994. (Proceedings - 2016 International Conference on Agents, ICA 2016). https://doi.org/10.1109/ICA.2016.41
Wada, Ryoya ; Tagashira, Shigeaki ; Ogino, Masaki ; Ishida, Shigemi ; Fukuda, Akira. / A footprint matching method for walking users in privacy-aware user tracking system using pressure sensor sheets. Proceedings - 2016 International Conference on Agents, ICA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 142-145 (Proceedings - 2016 International Conference on Agents, ICA 2016).
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