Feature Identification With a Heuristic Algorithm and an Unsupervised Machine Learning Algorithm for Prior Knowledge of Gait Events

The purpose of this study was to compare a heuristic feature identification algorithm with output from the Beta Process Auto Regressive Hidden Markov Model (BP-AR-HMM) utilizing minimally sampled (≤ 100 Hz) human locomotion data for identification of gait events prior to their occurrence....

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Main Authors: Seth R. Donahue (Author), Michael E. Hahn (Author)
Formato: Livro
Publicado em: IEEE, 2022-01-01T00:00:00Z.
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