Simultaneous, proportional, multi-axis prosthesis control using multichannel surface EMG.
Most upper limb prosthesis controllers only allow the individual selection and control of single joints of the limb. The main limiting factor for simultaneous multi-joint control is usually the availability of reliable independent control signals that can intuitively be used. In this paper, a novel method is presented for extraction of individual muscle source signals from surface EMG array recordings, based on EMG energy orthonormalization along principle movement vectors. In cases where independently-controllable muscles are present in residual limbs, this method can be used to provide simultaneous, multi-axis, proportional control of prosthetic systems. Initial results are presented for simultaneous control of wrist rotation, wrist flexion/extension, and grip open/close for two intact subjects under both isometric and non-isometric conditions and for one subject with transradial amputation.
Yatsenko
Dimitri
D
Ripple LLC, Salt Lake City, UT 84105 USA. dimitri@rppl.com
McDonnall
Daniel
D
Guillory
K Shane
KS
D000200:Action Potentials / Q000502:physiology*; D000674:Amputees / Q000534:rehabilitation*; D001185:Artificial Intelligence; D004576:Electromyography / Q000295:instrumentation / Q000379:methods*; D019544:Equipment Failure Analysis; D006801:Humans; D007595:Joint Prosthesis; D009119:Muscle Contraction / Q000502:physiology*; D010363:Pattern Recognition, Automated / Q000379:methods*; D011474:Prosthesis Design; D013647:Task Performance and Analysis; D013813:Therapy, Computer-Assisted / Q000379:methods