| Presentation | 2018-11-05 [Poster Presentation] Activity Recognition and Fall Detection System for the Elderly Using RFID Tags with Sensing Capability Koichi Toda, Norihiko Shinomiya, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Japan has the higher proportion of the elderly than any other country in the world. Even though the aged population is increasing, the nursing homes are not sufficient and the caregiver for them is not enough. To cope with such situation, activity recognition and fall detection systems have been proposed, which use technologies such as cameras or wearable sensors. The proposing system reduces their uncomfortable feeling by avoiding attaching sensors on the human bodies. The system used an RFID tag with a sensing capability to recognize their behaviors. RFID tags attached to a pair of room shoes in order to monitor their motions and detect their accidents simultaneously. The system monitors the basic daily life activities (walking, standing, and falling). This paper presents a method of data collection and feature extraction by using some machine learning techniques. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | RFID / pressure monitoring / fall detection / activity recognition / machine learning |
| Paper # | ASN2018-57,SRW2018-22 |
| Date of Issue | 2018-10-29 (ASN, SRW) |
| Conference Information | |
| Committee | ASN / SRW |
|---|---|
| Conference Date | 2018/11/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Denki University, Tokyo Senju Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Poster session, etc. |
| Chair | Hiraku Okada(Nagoya Univ.) / Tadao Nakagawa(Tottori Univ.) |
| Vice Chair | Koji Yamamoto(Kyoto Univ.) / Jin Nakazawa(Keio Univ.) / Kazuya Monden(Hitachi) / Satoshi Denno(Okayama Univ.) / Makoto Hamaminato(Fujitsu labs.) |
| Secretary | Koji Yamamoto(NICT) / Jin Nakazawa(Sophia Univ.) / Kazuya Monden(Kanagawa Inst. of Tech.) / Satoshi Denno(Kyoto Univ.) / Makoto Hamaminato(Tokyo Inst. of Tech.) |
| Assistant | Masafumi Hashimoto(Osaka Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) / Hiromasa Yamauchi(Fujitsu labs.) / Hanako Noda(Anritsu) |
| Paper Information | |
| Registration To | Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Short Range Wireless Communications |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Activity Recognition and Fall Detection System for the Elderly Using RFID Tags with Sensing Capability |
| Sub Title (in English) | |
| Keyword(1) | RFID |
| Keyword(2) | pressure monitoring |
| Keyword(3) | fall detection |
| Keyword(4) | activity recognition |
| Keyword(5) | machine learning |
| 1st Author's Name | Koichi Toda |
| 1st Author's Affiliation | Soka University(Soka Univ.) |
| 2nd Author's Name | Norihiko Shinomiya |
| 2nd Author's Affiliation | Soka University(Soka Univ.) |
| Date | 2018-11-05 |
| Paper # | ASN2018-57,SRW2018-22 |
| Volume (vol) | vol.118 |
| Number (no) | ASN-282,SRW-283 |
| Page | pp.pp.31-34(ASN), pp.7-10(SRW), |
| #Pages | 4 |
| Date of Issue | 2018-10-29 (ASN, SRW) |