Building the Ninapro database: A resource for the biorobotics community

Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics

Volumn , Issue , 2012, Pages 1258-1265

  Atzori, Manfredo ^a   Gijsberts, Arjan ^c   Heynen, Simone ^a   Hager, Anne Gabrielle Mittaz ^a   Deriaz, Olivier ^d   Van Der Smagt, Patrick ^b   Castellini, Claudio ^b   Caputo, Barbara ^c   Muller, Henning ^a  

^a UNIVERSITY OF APPLIED SCIENCES WESTERN SWITZERLAND   (Switzerland)

^b GERMAN AEROSPACE CENTER DLR   (Germany)

^c IDIAP RESEARCH INSTITUTE   (Switzerland)

^d SUVA   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BIO-ROBOTICS; EXPERIMENTAL PROTOCOLS; FUNDAMENTAL TOOLS; HAND PROSTHESIS; SELF-POWERED; STANDARD ANALYSIS; SURFACE ELECTROMYOGRAPHY; UPPER LIMBS; WRIST MOVEMENTS;

DATABASE SYSTEMS;

ARTIFICIAL LIMBS;

EID: 84867415696     PISSN: 21551774     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BioRob.2012.6290287     Document Type: Conference Paper

References (41)

1. D. J. Atkins, "Epidemiologic overview of individuals with upper-limb loss and their reported research priorities," Journal of Prosthetics & Orthotics, vol. 8, no. 1, pp. 2-11, 1996.
2. O. F. T. Tsuji, M. Kaneko, and A. Otsuka, "A human-assisting manipulator teleoperated by EMG signals and arm motions," IEEE Transactions on Robotics and Automation, vol. 19, no. 2, pp. 210-222, apr 2003.
3. C. Castellini, E. Gruppioni, A. Davalli, and G. Sandini, "Fine detection of grasp force and posture by amputees via surface electromyography," Journal of Physiology (Paris), vol. 103, no. 3-5, pp. 255-262, 2009.
4. T. R. Farrell and R. F. Weir, "A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control," IEEE Transactions on Biomedical Engineering, vol. 55, pp. 2198-2211, March 2008.
5. B. Crawford, K. Miller, P. Shenoy, and R. Rao, "Real-time classification of electromyographic signals for robotic control," in Proceedings of AAAI, 2005, pp. 523-528.
6. E. Engeberg and S. Meek, "Improved grasp force sensitivity for prosthetic hands through force-derivative feedback," IEEE Transactions on Biomedical Engineering, vol. 55, no. 2, pp. 817-821, 2008.
7. E. Engeberg, S. Meek, and M. Minor, "Hybrid force-velocity sliding mode control of a prosthetic hand," IEEE Transactions on Biomedical Engineering, vol. 55, no. 5, pp. 1572-1581, 2008.
8. H. Müller, J. Kalpathy-Cramer, I. Eggel, S. Bedrick, R. Said, B. Bakke, C. E. J. Kahn, and W. Hersh, "Overview of the clef 2009 medical image retrieval track," in Working Notes of CLEF 2009, Corfu, Greece, September 2009.
9. M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman, "The PASCAL Visual Object Classes Challenge 2011 (VOC2011) Results," http://www.pascalnetwork.org/challenges/VOC/voc2011/workshop/index.html.
10. M. Zecca, S. Micera, M. C. Carrozza, and P. Dario, "Control of multifunctional prosthetic hands by processing the electromyographic signal," Critical Reviews in Biomedical Engineering, vol. 30, no. 4-6, pp. 459-485, 2002.
11. J. L. G. Nielsen, S. Holmgaard, N. Jiang, K. B. Englehart, D. Farina, and P. A. Parker, "Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training," IEEE Transactions on Biomedical Engineering, vol. 58, no. 3, pp. 681-688, 2011.
12. S. Bitzer and P. van der Smagt, "Learning EMG control of a robotic hand: Towards active prostheses," in Proceedings of ICRA, International Conference on Robotics and Automation, Orlando, Florida, USA, may 2006, pp. 2819-2823.
13. F. V. Tenore, A. Ramos, A. Fahmy, S. Acharya, R. Etienne-Cummings, and N. V. Thakor, "Decoding of individuated finger movements using surface electromyography," IEEE Transactions on Biomedical Engineering, vol. 56, no. 5, pp. 1427-1434, 2009.
14. P. K. Artemiadis and K. J. Kyriakopoulos, "EMG-based control of a robot arm using low-dimensional embeddings," IEEE Transactions on Robotics, vol. 26, no. 2, pp. 393-398, 2009.
15. -, "An emg-based robot control scheme robust to time-varying EMG signal features," IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 3, pp. 582-588, 2010.
16. -, "A switching regime model for the emg-based control of a robot arm," IEEE Transactions on Systems, Man and Cybernetics Part B: Cybernetics, vol. 41, no. 1, pp. 53-63, 2011.
17. J. Vogel, C. Castellini, and P. van der Smagt, "EMG-based teleoperation and manipulation with the DLR LWR-III," in Proceedings of IROS-International Conference on Intelligent Robots and Systems, 2011, pp. 672-678.
18. F. R. Finley and R. W. Wirta, "Myocoder studies of multiple myopotential response," Archives of Physical Medicine and Rehabilitation, vol. 48, no. 11, pp. 598-601, 1967.
19. S. Micera, J. Carpaneto, and S. Raspopovic, "Control of hand prostheses using peripheral information," IEEE Reviews in Biomedical Engineering, vol. 3, pp. 48-68, Oct. 2010.
20. B. Peerdeman, D. Boere, H. Witteveen, R. Huis in 't Veld, H. Hermens, S. Stramigioli, H. Rietman, P. Veltink, and S. Misra, "Myoelectric forearm prostheses: State of the art from a user-centered perspective," Journal of Rehabilitation Research and Development, vol. 48, no. 6, pp. 719-738, 2011.
21. U. Kuruganti, H. Daley, and K. B. Englehart, "High density emg data of normally limbed and transradial amputees," in Proceedings of the Congress of the International Society of Electrophysiology and Kinesiology, Aalborg, Denmark, 2010.
22. R. Merletti, M. Aventaggiato, A. Botter, A. Holobar, H. Marateb, and T. Vieira, "Advances in surface EMG: Recent progress in detection and processing techniques," Critical reviews in biomedical engineering, vol. 38, no. 4, pp. 305-345, 2011.
23. R. Merletti, A. Botter, A. Troiano, E. Merlo, and M. Minetto, "Technology and instrumentation for detection and conditioning of the surface electromyographic signal: State of the art," Clinical Biomechanics, vol. 24, pp. 122-134, 2009.
24. C. J. De Luca, "The use of surface electromyography in biomechanics," Journal of Applied Biomechanics, vol. 13, no. 2, pp. 135-163, 1997.
25. F. C. P. Sebelius, B. N. Rosen, and G. N. Lundborg, "Refined myoelectric control in below-elbow amputees using artificial neural networks and a data glove," Journal of Hand Surgery, vol. 30, no. 4, pp. 780-789, Jul 2005.
26. C. Cipriani, C. Antfolk, M. Controzzi, G. Lundborg, B. Rosen, M. Carrozza, and F. Sebelius, "Online myoelectric control of a dexterous hand prosthesis by transradial amputees," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 19, no. 3, pp. 260-270, june 2011.
27. C. Castellini and P. van der Smagt, "Surface EMG in advanced hand prosthetics," Biological Cybernetics, vol. 100, no. 1, pp. 35-47, 2009.
28. C. Castellini, A. E. Fiorilla, and G. Sandini, "Multi-subject / dailylife activity EMG-based control of mechanical hands," Journal of Neuroengineering and Rehabilitation, vol. 6, no. 41, 2009.
29. H. Tsuji, H. Ichinobe, K. Ito, and M. Nagamachi, "Discrimination of forearm motions from emg signals by error back propagation typed neural network using entropy," IEEE Transactions, Society of Instrument and Control Engineers, vol. 29, no. 10, pp. 1213-1220, 1993.
30. T. Feix, "Grasp taxonomy comparison," Otto Bock GmbH, Tech. Rep., 2008. [Online]. Available: http://grasp.xief.net
31. M. Cutkosky, "On grasp choice, grasp models, and the design of hands for manufacturing tasks," IEEE Transactions on Robotics and Automation, vol. 5, no. 3, pp. 269-279, Jun 1989.
32. N. Kamakura, M. Matsuo, H. Ishii, F. Mitsuboshi, and Y. Miura, "Patterns of static prehension in normal hands," The American journal of occupational therapy: official publication of the American Occupational Therapy Association, vol. 34, no. 7, pp. 437-445, 1980.
33. S. J. Edwards, D. J. Buckland, and J. D. McCoy-Powlen, Developmental and Functional Hand Grasps. Slack Incorporated, 2002.
34. P. L. Hudak, P. C. Amadio, and C. Bombardier, "Development of an upper extremity outcome measure: the dash (disabilities of the arm, shoulder and hand) the upper extremity collaborative group (uecg)," American Journal of Industrial Medicine, vol. 29, no. 6, pp. 602-8, 1996.
35. W. Hersh, H. Müller, J. Kalpathy-Cramer, and E. Kim, "The imageclefmed medical image retrieval task test collection," in Society for Imaging Informatics in Medicine (SIIM) 2008, Seattle, USA, May 2008.
36. R. Kato, H. Yokoi, and T. Arai, "Competitive learning method for robust emg-to-motion classifier," in Proceedings Intelligent Autonomus Systems, 2006, pp. 946-953.
37. J. Nilsson, "Implementing a continuously updating, high-resolution time provider for windows," The MSDN Magazine, 2004. [Online]. Available: http://msdn.microsoft.com/en-us/magazine/cc163996.aspx
38. F. Chabbey, "Data acquisitions for electromyograms," Bachelor's Thesis, Department of Business Information Systems at the University of Applied Sciences Western Switzerland (HES-SO Valais), Sierre, Switzerland, 2011.
39. J. A. K. Suykens, T. V. Gestel, J. D. Brabanter, B. D. Moor, and J. Vandewalle, Least Squares Support Vector Machines. Singapore: World Scientific Publishing Co., Pte, Ltd., 2002.
40. G. C. Cawley, "Leave-one-out cross-validation based model selection criteria for weighted ls-svms," in IJCNN-2006: Proceedings of the International Joint Conference on Neural Networks, Vancouver, BC, Canada, July 2006, pp. 1661-1668.
41. T. V. Gestel, J. A. K. Suykens, B. Baesens, S. Viaene, J. Vanthienen, G. Dedene, B. D. Moor, and J. Vandewalle, "Benchmarking least squares support vector machine classifiers," Machine Learning, vol. 54, pp. 5-32, January 2004.