EMG-based simultaneous and proportional estimation of wrist/hand kinematics in uni-lateral trans-radial amputees

Journal of NeuroEngineering and Rehabilitation

Volumn 9, Issue 1, 2012, Pages

  Jiang, Ning ^a,c   Vest Nielsen, Johnny Lg ^b   Muceli, Silvia ^b,c   Farina, Dario ^c  

^a Otto Bock HealthCare GmbH   (Germany)

^b AALBORG UNIVERSITY   (Denmark)

^c UNIVERSITY OF GÖTTINGEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ALGORITHM; ARM; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOMECHANICS; DISABLED PERSON; ELECTRODE; ELECTROMYOGRAPHY; FEMALE; HAND; HEMISPHERIC DOMINANCE; HISTOLOGY; HUMAN; INFORMATION PROCESSING; JOINT; LIMB PROSTHESIS; MALE; MIDDLE AGED; PATHOPHYSIOLOGY; PHYSIOLOGY; RADIUS; TRAUMATIC AMPUTATION; WRIST;

ADULT; ALGORITHMS; AMPUTATION, TRAUMATIC; AMPUTEES; ARM; ARTIFICIAL LIMBS; AUTOMATIC DATA PROCESSING; BIOMECHANICS; ELECTRODES; ELECTROMYOGRAPHY; FEMALE; FUNCTIONAL LATERALITY; HAND; HUMANS; JOINTS; MALE; MIDDLE AGED; NEURAL NETWORKS (COMPUTER); RADIUS; WRIST;

MLCS; MLOWN;

EID: 84862761196     PISSN: None     EISSN: 17430003     Source Type: Journal    
DOI: 10.1186/1743-0003-9-42     Document Type: Article

References (24)

1. The extraction of neural strategies from the surface EMG. Farina D, Merletti R, Enoka RM, J Appl Physiol 2004 96 4 1486 1495 10.1152/japplphysiol. 01070.2003 15016793 (Pubitemid 38392688)
2. Myoelectric prostheses: state of the art. Parker P, Scott R, J Med Eng Technol 1988 12 4 143 151 10.3109/03091908809030173 3057209
3. Myoelectric control in neurorehabilitation. Jiang N, Falla D, d'Avella A, Graimann B, Farina D, Crit Rev Biomed Eng 2010 38 4 381 391 10.1615/CritRevBiomedEng.v38.i4.30 21133839
4. A Gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses. Huang Y, Englehart K, Hudgins B, Chan A, IEEE Trans Biomed Eng 2005 52 11 1801 1811 10.1109/TBME.2005.856295 16285383 (Pubitemid 41578800)
5. A comparison of surface and intramuscular myoelectric signal classification. Hargrove L, Englehart K, Hudgins B, IEEE Trans Biomed Eng 2007 54 5 847 853 17518281 (Pubitemid 46628567)
6. A heuristic fuzzy logic approach to EMG pattern recognition for multifunctional prosthesis control. Ajiboye AB, Weir RF, IEEE Trans Neural Syst Rehabilitation Eng 2005 13 3 280 291 10.1109/TNSRE.2005.847357 (Pubitemid 41416009)
7. Refined myoelectric control in below-elbow amputees using artificial neural networks and a data glove. Sebelius FC, Rosén BN, Lundborg GN, J Hand Surg 2005 30 4 780 789 10.1016/j.jhsa.2005.01.002 (Pubitemid 41024862)
8. Quantifying pattern recognition based myoelectric control of multifunctional transradial prostheses. Li G, Schultz A, Kuiken T, IEEE Trans Neural Syst Rehabilitation Eng 2010 18 2 185 192
9. Study of stability of time-domain features for electromyographic pattern recognition. Tkach D, Huang H, Kuiken T, J NeuroEngineering Rehabilitation 2010 7 21 10.1186/1743-0003-7-21
10. Adaptive pattern recognition of myoelectric signals: exploration of conceptual framework and practical algorithms. Sensinger J, Lock B, Kuiken T, IEEE Trans Neural Syst Rehabilitation Eng 2009 17 3 270 278
11. Influence of the training set on the accuracy of surface EMG classification in dynamic contractions for the control of multifunction prostheses. Lorrain T, Jiang N, Farina D, J NeuroEngineering Rehabilitation 2011 8 25 10.1186/1743-0003-8-25
12. Selective classification for improved robustness of myoelectric control under nonideal conditions. Scheme E, Englehart K, Hudgins B, IEEE Trans Biomed Eng 2011 58 6 1698 1705 21317073
13. The construction of movement by the spinal cord. Tresch MC, Saltiel P, Bizzi E, Nat Neurosci 1999 2 2 162 167 10.1038/5721 10195201 (Pubitemid 30491317)
14. Extracting simultaneous and proportional neural control information for multiple degree of freedom prostheses from the surface electromyographic signal. Jiang N, Englehart KB, Parker PA, IEEE Trans Biomed Eng 2009 56 4 1070 1080 19272889
15. Simultaneous and proportional force estimation for multifunction myoelectric prostheses using mirrored bilateral training. Nielsen J, Holmgaard S, Jiang N, Englehart K, Farina D, Parker P, Biomed Eng, IEEE Trans 2011 58 3 681 688
16. Multichannel surface EMG based estimation of bilateral hand kinematics during movements at multiple degrees of freedom. Muceli S, Jiang N, Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE 2010 6066 6069
17. Simultaneous and proportional estimation of HandKinematics From EMG during mirrored movements at MultipleDegrees-of-Freedom Neural Syst Rehabilitation Eng, IEEE Trans. Muceli S, Farina D, PP(99) 2011 1
18. Hudgins B, Parker P Scott RN, A new strategy for multifunction myoelectric control 1993
19. Winter D, Biomechanics and Motor Control of Human Movement New Jersey: Wiley and Sons 2009
20. The optimal controller delay for myoelectric prostheses. Farrell T, Weir R, IEEE Trans Neural Syst Rehabilitation Eng 2007 15 111 118
21. Control of fast-reaching movements by muscle synergy combinations. d'Avella A, Portone A, Fernandez L, Lacquaniti F, J Neurosci 2006 26 30 7791 7810 10.1523/JNEUROSCI.0830-06.2006 16870725 (Pubitemid 44315149)
22. Double nerve intraneural interface implant on a human amputee for robotic hand control. Rossini P, Micera S, Benvenuto A, Carpaneto J, Cavallo G, Citi L, Cipriani C, Denaro L, Denaro V, DiPino G, Ferreri E, Guglielmelli F, Hoffmann K, Raspopovic S, Rigosa J, Rossini L, Tombini M, Dario P, Clin Neurophysiology 2010 121 5 777 783 10.1016/j.clinph.2010.01.001
23. Targeted reinnervation for enhanced prosthetic arm function in a woman with a proximal amputation: a case study. Kuiken TA, Miller LA, Lipschutz RD, Lock BA, Stubblefield K, Marasco PD, Zhou P, Dumanian GA, The Lancet 2007 369 9559 371 380 10.1016/S0140-6736(07)60193-7 (Pubitemid 46177226)
24. Design and Interactive Assessment of Continuous Multifunction Myoelectric Control Systems. Lock B, Master Thesis University of New Brunswick 2005