Intent based recognition of walking and ramp activities for amputee using sEMG based lower limb prostheses
Tahir Hussain, Nadeem Iqbal, Hafiz Farhan Maqbool, Mukhtaj Khan, Mohammed I. Awad, Abbas A. Dehghani-Sanij
Topics & Concepts
Linear discriminant analysisExoskeletonPattern recognition (psychology)Artificial intelligenceFeature extractionComputer scienceFeature vectorElectromyographySupport vector machineDiscriminantGait analysisWearable computerClassifier (UML)GaitSimulationPhysical medicine and rehabilitationMedicineEmbedded systemMuscle activation and electromyography studiesProsthetics and Rehabilitation RoboticsAdvanced Sensor and Energy Harvesting Materials