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Stochastic Estimation of Arm Mechanical Impedance During Robotic Stroke Rehabilitation
Abstract:
This paper presents a stochastic method to estimate the multijoint mechanical impedance of the human arm suitable for use in a clinical setting, e.g., with persons with stroke undergoing robotic rehabilitation for a paralyzed arm. In this context, special circumstances such as hypertonicity and tissue atrophy due to disuse of the hemiplegic limb must be considered. A low-impedance robot was used to bring the upper limb of a stroke patient to a test location, generate force perturbations, and measure the resulting motion. Methods were developed to compensate for input signal coupling at low frequencies apparently due to human-machine interaction dynamics. Data was analyzed by spectral procedures that make no assumption about model structure. The method was validated by measuring simple mechanical hardware and results from a patient's hemiplegic arm are presented
Published in: IEEE Transactions on Neural Systems and Rehabilitation Engineering ( Volume: 15, Issue: 1, March 2007 )
Page(s): 94 - 103
Date of Publication: 12 March 2007
ISSN Information:
Print ISSN: 1534-4320
Electronic ISSN: 1558-0210
INSPEC Accession Number: 9370437
Publisher: IEEE
Sponsored by: IEEE Engineering in Medicine and Biology Society
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