Activity recognition using array antenna

Yusuke Hino, Jihoon Hong, Tomoaki Ohtsuki

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

5 Citations (Scopus)

Abstract

Nowadays, the population of elderly persons who live alone is increasing in Japan. Some systems are available to monitor those persons' activities, however, they have some limitations; physical burden and need to wear sensors. In our previous work, we have proposed a fall detection method using an array antenna. Array antenna is an antenna, which detects radio wave propagation by observing the direction of arrival (DOA) of the received signal. In the conventional method, it can only detect whether the activity is fall or not, so it is impossible to recognize which kind of non-fall activity the person does. In addition, the detection accuracy of the non-fall activity is not so high, because of the difficulty to detect the difference of fall and sit. In this paper, we propose an activity recognition system by using array antenna. We detect the person's activity (fall, walk, sit, and stand still). To improve the accuracy, we set thresholds for the continuous number of each activity, and correct the result which continues less than the threshold. Also, we use the state transition of the activity, and correct the impossible activity transition.

Original languageEnglish
Title of host publicationIEEE International Conference on Communications
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages507-511
Number of pages5
Volume2015-September
ISBN (Print)9781467364324
DOIs
Publication statusPublished - 2015 Sep 9
EventIEEE International Conference on Communications, ICC 2015 - London, United Kingdom
Duration: 2015 Jun 82015 Jun 12

Other

OtherIEEE International Conference on Communications, ICC 2015
CountryUnited Kingdom
CityLondon
Period15/6/815/6/12

Fingerprint

Antenna arrays
Radio waves
Direction of arrival
Wave propagation
Wear of materials
Antennas
Sensors

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Networks and Communications

Cite this

Hino, Y., Hong, J., & Ohtsuki, T. (2015). Activity recognition using array antenna. In IEEE International Conference on Communications (Vol. 2015-September, pp. 507-511). [7248372] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC.2015.7248372

Activity recognition using array antenna. / Hino, Yusuke; Hong, Jihoon; Ohtsuki, Tomoaki.

IEEE International Conference on Communications. Vol. 2015-September Institute of Electrical and Electronics Engineers Inc., 2015. p. 507-511 7248372.

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

Hino, Y, Hong, J & Ohtsuki, T 2015, Activity recognition using array antenna. in IEEE International Conference on Communications. vol. 2015-September, 7248372, Institute of Electrical and Electronics Engineers Inc., pp. 507-511, IEEE International Conference on Communications, ICC 2015, London, United Kingdom, 15/6/8. https://doi.org/10.1109/ICC.2015.7248372
Hino Y, Hong J, Ohtsuki T. Activity recognition using array antenna. In IEEE International Conference on Communications. Vol. 2015-September. Institute of Electrical and Electronics Engineers Inc. 2015. p. 507-511. 7248372 https://doi.org/10.1109/ICC.2015.7248372
Hino, Yusuke ; Hong, Jihoon ; Ohtsuki, Tomoaki. / Activity recognition using array antenna. IEEE International Conference on Communications. Vol. 2015-September Institute of Electrical and Electronics Engineers Inc., 2015. pp. 507-511
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