Continuous and simultaneous estimation of lower limb multi-joint angles from sEMG signals based on stacked convolutional and LSTM models
Yanzheng Lu, Hong Wang, Bin Zhou, Chunfeng Wei, Shiqiang Xu
Topics & Concepts
Computer scienceExoskeletonJoint (building)Euler anglesArtificial intelligenceConvolutional neural networkSupport vector machinePattern recognition (psychology)KinematicsFrequency domainDynamic time warpingTime domainKernel (algebra)GaitComputer visionMathematicsSimulationPhysiologyEngineeringGeometryClassical mechanicsCombinatoricsBiologyPhysicsArchitectural engineeringMuscle activation and electromyography studiesBalance, Gait, and Falls PreventionStroke Rehabilitation and Recovery