A Minimal and Multi-Source Recording Setup for Ankle Joint Kinematics Estimation During Walking Using Only Proximal Information From Lower Limb - Mobarak, Rami; Tigrini, Andrea; Verdini, Federica; Al-Timemy, Ali H.; Fioretti, Sandro; Burattini, Laura; Mengarelli, Alessandro (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Ankle; ankle joint; Ankle Joint - physiology; Artificial neural networks; Biomechanical Phenomena; Electromyography; Electromyography - methods; Estimation; Feature extraction; Gait - physiology; Hip; hip joint; Humans; Joints (anatomy); Kinematics; kinematics estimation; Knee Joint; least squares-support vector machine regression; Lower Extremity; Muscle, Skeletal - physiology; Muscles; Myoelectricity; Neural networks; Prosthetics; Regression analysis; Regression models; Reproducibility of Results; Support vector machines; Surface electromyography; Thigh; Trajectory; Walking; Walking - physiology