PSO-SVM-based gait phase classification during human walking on unstructured terrains: Application in lower-limb exoskeleton
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Title
PSO-SVM-based gait phase classification during human walking on unstructured terrains: Application in lower-limb exoskeleton
Authors
Keywords
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Journal
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE
Volume 233, Issue 19-20, Pages 7144-7154
Publisher
SAGE Publications
Online
2019-08-25
DOI
10.1177/0954406219869974
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- (2013) Jian Zhang et al. ANNALS OF BIOMEDICAL ENGINEERING
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- (2013) Abdulhamit Subasi COMPUTERS IN BIOLOGY AND MEDICINE
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- (2008) M. Ermes et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
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