TY - GEN
T1 - Identification of living environments for secure living spaces based on bio-inspired approach
AU - Hasumi, Masato
AU - Mita, Akira
N1 - Funding Information:
This work was partially supported by Grant in Aid for the 21st Century COE for “System Design: Paradigm Shift from Intelligence to life” from Ministry of Education, Culture, and Technology. The author is grateful for help from Mita Laboratory members.
Funding Information:
This work was partially supported by Grant in Aid for the 21stCentury COE for “System Design: Paradigm Shift from Intelligence to life” from Ministry of Education, Culture, and Technology. The author is grateful for help from Mita Laboratory members.
Publisher Copyright:
© 2007 EUCENTRE. All rights reserved.
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
KW - Pattern recognition
KW - User identification
KW - Walking pattern
UR - http://www.scopus.com/inward/record.url?scp=77955691689&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77955691689&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:77955691689
T3 - International Conference on Advances in Experimental Structural Engineering
SP - 560
EP - 565
BT - 2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007
PB - EUCENTRE
T2 - 2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007
Y2 - 4 December 2007 through 6 December 2007
ER -