Recognition of lower limb movements using empirical mode decomposition and k-nearest neighbor entropy estimator with surface electromyogram signals
Chunfeng Wei, Hong Wang, Yanzheng Lu, Fo Hu, Naishi Feng, Bin Zhou, Daqi Jiang, Zhen Wang
Topics & Concepts
Pattern recognition (psychology)Artificial intelligenceHilbert–Huang transformComputer scienceSupport vector machinePrincipal component analysisk-nearest neighbors algorithmEstimatorFeature extractionSample entropySpeech recognitionMathematicsComputer visionFilter (signal processing)StatisticsMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesAdvanced Sensor and Energy Harvesting Materials