IDENTIFICATION OF LIVING ENVIRONMENTS FOR SECURE LIVING SPACES BASED ON BIO-INSPIRED APPROACH

摘要：

In this paper, we propose a novel user identification system which uses acceleration sensors. We obtain the acceleration data of vibration of floor which was generated by walking of action due to occupants, using the acceleration sensors placed on the floor. We identify the occupants by the vibration information. Compared to previous propose identification method using pressure sensors, the proposed method is superior in its transparent mechanism. It is less costly and less complex. We tested several pattern recognition methods. It turned out that Neural Network approach provided the best accuracy.

关键词： User identification Walking pattern Pattern recognition

作者: Masato Hasumi Akira Mita

作者单位: Dept. of System Design Engineering, Keio University, Japan

会议类型: 国际会议

会议名称: The Second International Conference on Advances in Experimental Structural Engineering(第二届实验结构工程进展国际会议)

会议地点: 上海

会议语种:英文

页码: 560-565

在线出版日期: 2007-12-04（万方平台首次上网日期，不代表论文的发表时间）