A study on EMG-based human motion prediction for power assist exoskeletons

Proceedings of the 2007 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2007

Volumn , Issue , 2007, Pages 190-195

  Kiguchi, Kazuo ^a,b  

^a IEEE

^b SAGA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROMYOGRAPHY; HUMAN COMPUTER INTERACTION; MOTION ESTIMATION; MUSCLE;

HUMAN ASSIST ROBOTS; POWER-ASSIST EXOSKELETON ROBOT;

MOBILE ROBOTS;

EID: 34948860626     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIRA.2007.382917     Document Type: Conference Paper

References (22)

1. K. Kiguchi, S. Kariya, K. Watanabe, K. Izumi, T. Fukuda, "An Exoskeletal Robot for Human Elbow Motion Support - Sensor Fusion, Adaptation, and Control", IEEE Trans. on Systems, Man, and Cybernetics, part B, vol.31, no.3, pp.353-361, 2001.
2. K. Kiguchi, K. Iwami, M. Yasuda, K. Watanabe, T. Fukuda, "An Exoskeletal Robot for Human Shoulder Joint Motion Assist", IEEE/ASME Trans. on Mechatronics, vol.8, no.1, pp.125-135, 2003.
3. K. Kiguchi, T. Tanaka, T. Fukuda, "Neuro-Fuzzy Control of a Robotic Exoskeleton with EMG Signals", IEEE Transactions on Fuzzy Systems, vol.12, no.4, pp.481-490, 2004.
4. K. Kiguchi, R. Esaki, T. Fukuda, "Development of a Wearable Exoskeleton for Daily Forearm Motion Assist", Advanced Robotics, vol.19, no.7,pp.751-771, 2005.
5. K. Kiguchi, T. Yamaguchi, M. Sasaki, "Development of a 4DOF Exoskeleton Robot for Upper-limb Motion Assist", Proc. of 2006 ASME/JSME Joint Conf. on Micromechatronics for Information and Precision Equipment, S10_03, 2006.
6. K. Kiguchi, K. Miyamoto, Y. Imada, "Intelligent Control of a 4DOF Upper-Limb Motion Assist Robot", Proc. of Joint 3rd International Conf. on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems, pp.907-912, 2006.
7. M. Vukobratovic, Legged Locomotion Robots and Anthropomorphic Mechanisms, Mihailo Pupin Institute, Belgrade, 1975.
8. J. Rosen, M. Brand, M. Fuchs, M. Arcan, "A Myosignal-Based Powered Exoskeleton System", IEEE Trans. on System Man and Cybernetics, part A, vol. 31, no. 3, pp. 210-222, 2001.
9. H. Kawamoto, Y. Sankai, "Power Assist Method Based on Phase Sequence and Muscle Force Condition for HAL", Advanced Robotics, vol.19, no.7, pp.717-734, 2005.
10. K. Naruse, S. Kawai, H. Yokoi, Y. Kakazu, "Design of Wearable Power-Assist Device for Lower Back Support" Journal of Robotics and Mechatronics, vol.16, no.5, pp.489-496, 2004.
11. D. Sasaki, T. Noritsugu, M. Takaiwa, "Development of Wearable Power-Assist Device for Lower Back Support", Journal of Robotics and Mechatronics, vol.16, no.5, pp.497-503, 2004.
12. E. Guizzo, H. Goldstein, "The Rise of the Body Bots", IEEE Spectrum, vol.42, no.10, pp.42-48, 2005.
13. I. Sarakoglou, N. G. Tsagarakis, D. G. Caldwell, "Occupational and physical therapy using a hand exoskeleton based exerciser", Proc. of 2004 IEEE/RSJ International Conf. on Intelligent Robots and Systems, vol.3, pp. 2973-2978, 2004.
14. R. S. Mosher, B. Wendel, "Force-Reflecting Electrohydraulic Servomanipulator", Electro-Technology, pp. 138-141, 1960.
15. H. Kazerooni, S. L. Mahoney, "Dynamics and Control of Robotic Systems Worn by Humans", Trans, of the ASME, Journal of Dynamic Systems, Measurement, and Control, vol.113, no.3, pp.379-387, 1991.
16. Z. Bien, W. K. Song, "Blend of Soft Computing Techniques for Effective Human-Machine Interaction in Service Robotic Systems", Fuzzy Sets and Systems, vol. 134, pp.5-25, 2003.
17. O. Fukuda, T. Tsuji, M. Kaneko, A. Otsuka, "A Human-Assisting Manipulator Teleoperated by EMG Signals and Arm Motions", IEEE Trans, on Robotics and Automation, vol. 19, no. 2, pp.210-222, 2003.
18. F. Dominici, T. Popa, F. Ginanneschi, R. Mazzocchio, "Cortico- Motoneuronal Output to Intrinsic Hand Muscles is Differentially Influenced by Static Changes in Shoulder Positions", Experimental Brain Research, vol.164, pp.500-504, 2005.
19. A. T. C. Au, R. F. Kirsch, "EMG-Based Prediction of Shoulder and Elbow Kinematics in Able-Bodied and Spinal Cord Injured Individuals", IEEE Trans. on Rehabilitation Engineering, vol.8, no.4, pp.471-480, 2000.
20. N. Yoshida, K. Domen, Y. Koike, M. Kawato, "A Medhod for Estimating Torque-Vector Directions of Shoulder Muscles Using Surface EMGs", Biological Cybernetics, vol.86, pp167-177, 2002.
21. B. Hudgins, P. Parker, R. N. Scott, "A New Strategy for Multifunction Myoelectric Control", IEEE Trans. on Biomedical Engineering, vol.40, no.1, pp.82-94, 1993.
22. H. Okada, M. Ae, N. Fujii, Y. Morioka, "Body Segment Inertia Properties of Japanese Elederly", Biomechanism 13, pp.125-139, 1996. (in Japanese)