期刊論文
| 學年 | 100 |
|---|---|
| 學期 | 1 |
| 出版（發表）日期 | 2011-12-01 |
| 作品名稱 | Danger warning via fuzzy inference in an RFID-deployed environment |
| 作品名稱（其他語言） | |
| 著者 | Hsu, Hui-Huang; Chen, Bo-Kai; Lin, Chi-Yi; Leonard Barolli; Makoto Takizawa |
| 單位 | 淡江大學資訊工程學系 |
| 出版者 | Heidelberg: Springer |
| 著錄名稱、卷期、頁數 | Journal of Ambient Intelligence & Humanized Computing 2(4), pp.285-292 |
| 摘要 | The population structure of some developed countries has been changed. Aged population with fewer kids is the main problem. To relieve the burden for caring elder people and kids at home, automatic mechanisms for homecare are needed. In this research, we focus on home safety with the elders and the kids. We aim at developing a RFID-based system that can detect the movement of the user at home. When the user approaches a dangerous location or a dangerous object, the system issues a warning to the caregiver to prevent possible dangerous situations. An active RFID tag is placed at each location and near each object. The user carries an RFID reader which detects the signal strengths of all tags and transmits them to the system in real time. The system issues a warning to the caregiver when the dangerous degree for a dangerous location/object is above the predefined level. A dangerous situation can be prevented if the caregiver watches out beforehand. The dangerous degree is determined through fuzzy inference on the user age and the signal strengths which reflect the distance of the user to a dangerous location/object. Fuzzy membership functions and fuzzy rules are defined in this system. A feedback mechanism is also designed to provide personalized services, which simply modifies the default fuzzy membership function of the corresponding location or object. Experimental results demonstrate that the system is promising in this application. |
| 關鍵字 | RFID; Fuzzy inference; User feedback; Home safety; Ambient intelligence |
| 語言 | en_US |
| ISSN | 1868-5137; 1868-5145 |
| 期刊性質 | 國外 |
| 收錄於 | EI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 是 |
| 國別 | DEU |
| 公開徵稿 | |
| 出版型式 | 紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/92811 ) |