Accurate recognition of lower limb ambulation mode based on surface electromyography and motion data using machine learning
Bin Zhou, Hong Wang, Fo Hu, Naishi Feng, Hailong Xi, Zhihan Zhang, Hao Tang
Topics & Concepts
Artificial intelligenceComputer scienceInertial measurement unitPattern recognition (psychology)Support vector machineHidden Markov modelFeature extractionWearable computerActivity recognitionElectromyographyFeature (linguistics)Classifier (UML)Machine learningPhysical medicine and rehabilitationMedicinePhilosophyEmbedded systemLinguisticsMuscle activation and electromyography studiesContext-Aware Activity Recognition SystemsStroke Rehabilitation and Recovery