Development of a human airbag system for fall protection using MEMS motion sensing technology

IEEE International Conference on Intelligent Robots and Systems

Volumn , Issue , 2006, Pages 4405-4410

  Shi, Guangyi ^a   Chan, Cheung Shing ^a   Luo, Yilun ^a   Zhang, Guanglie ^a   Li, Wen J ^a   Leong, Philip H W ^a   Leung, Kwok Sui ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

IMU; Human airbag; Human motion sensing; MEMS; SVM

Indexed keywords

HUMAN AIRBAG SYSTEM; IMPACT FORCE; MICRO INERTIAL MEASUREMENT; NORMAL MOTIONS;

ACCELEROMETERS; ALGORITHMS; MEMS; MICROCONTROLLERS; MOTION CONTROL; SENSORS; SUPPORT VECTOR MACHINES;

SYSTEMS ANALYSIS;

EID: 34250639530     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2006.282019     Document Type: Conference Paper

References (13)

1. Myo Naing Nyan, Francis Eng Hock Tay, Teck Hong Koh, Yih Yiow Sitoh and Kwong Luck Tan; "Location and sensitivity comparison of MEMS accelerometers in signal identification for ambulatory monitoring" Electronic Components and Technology, 2004. ECTC '04. Proceedings Vol. 1, 1-4 June 2004 Page(s):956-960.
2. Baudoin C., Fardellone P., Bean K. et al. "Clinical outcomes and mortality after hip fracture: a 2-year follow-up study" Bone, 18(Suppl 3)(1996), S149-S157.
3. Ekman, A., Mallmin, H., Michaelsson, K. and Ljunghall, S. "External hip protectors to prevent osteoporotic hip fractures" Lancet (1997), 350, 563-564.
4. Lam, A.H.F.; Li, W.J.; Yunhui Liu; Ning Xi, "MIDS: micro input devices system using MEMS sensors" Intelligent Robots and System, 2002. IEEE/RSJ International Conference on .Volume: 2, 30 Sept.-5 Oct. 2002 Pages: 1184-1189 vol.2.
5. Lam, A.H.F., Lam R.H.W., Li W.J., Leung M.Y.Y., Yunhui Liu, "Motion sensing for robot hands using MIDS" Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on, Volume: 3, 14-19 Sept. 2003 Pages:3181-3186 vol.3.
6. Yilun Luo, Guangyi Shi, Josh Lam, Guanglie Zhang, Wen J. Li, Philip H. W. Leong, Pauline P.Y. Lui, and Kwok-Sui Leung, "Towards a Human Airbag System Using μIMU with SVM Training for Falling-Motion Recognition" IEEE Int. Conf. on Robotics and Biomimetics (IEEE ROBIO) 2005, Hong Kong, June 29-July 03, 2005.
7. Himberg, J.; Seppanen, Mantyjarvi, J.T.; "Recognizing human motion with multiple acceleration sensors" Systems, Man, and Cybernetics, 2001 IEEE Int. Conf. Vol.2, 7-10 Oct. 2001 Page(s):747-752.
8. ATMEL Corporation, 8-bit AVR Microcontroller with 32K Bytes In-System Programmable Flash Datasheet, 2004.
9. Analog Devices Inc. Precision ±1.7 g Single/Dual Axis Accelerometer ADXL203 Datasheet, 2004.
10. Analog Devices Inc. ±300°/s Single Chip Yaw Rate Gyro with Signal Conditioning ADXR300 Datasheet, 2004.
11. A. Smola, "General cost function for support vector regression" Proceedings of the Ninth Australian Conf. on Neural Networks, pp. 79-83, 1998.
12. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-based Learning Methods, Cambridge University Press, Cambridge, 2000.
13. S. Bernhard, C. J. C. Burges and A. Smola, Advanced in Kernel Methods Support Vector Learning, Cambridge, MA, MIT Press, 1998.