Activity recognition using array antenna

Yusuke Hino, Jihoon Hong, Tomoaki Ohtsuki

研究成果: Conference contribution

5 引用 (Scopus)

抜粋

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.

元の言語English
ホスト出版物のタイトルIEEE International Conference on Communications
出版者Institute of Electrical and Electronics Engineers Inc.
ページ507-511
ページ数5
2015-September
ISBN(印刷物)9781467364324
DOI
出版物ステータスPublished - 2015 9 9
イベントIEEE International Conference on Communications, ICC 2015 - London, United Kingdom
継続期間: 2015 6 82015 6 12

Other

OtherIEEE International Conference on Communications, ICC 2015
United Kingdom
London
期間15/6/815/6/12

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Networks and Communications

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  • これを引用

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