Identification of Gait Events in Healthy and Parkinson's Disease Subjects Using Inertial Sensors: A Supervised Learning Approach - Perez-Ibarra, Juan C.; Siqueira, Adriano A. G.; Krebs, Hermano I. (IEEE sensors journal, 2020)
Keywords: Algorithms; Classifiers; Event detection; Foot; Gait; Gait analysis; gait phases; Heuristic methods; Inertial sensing devices; Legged locomotion; Loading; machine learning; meta-heuristics; Optimization; Parkinson's disease; Phases; Real-time systems; Sensors; Simulated annealing; Supervised learning; Support vector machines; Treadmills; Walking; wearable sensors; Wearable technology