A Machine Learning Strategy for Locomotion Classification and Parameter Estimation Using Fusion of Wearable Sensors.
Jonathan CamargoWill FlanaganNoel Csomay-ShanklinBharat KanwarAaron J. YoungPublished in: IEEE Trans. Biomed. Eng. (2021)
Keyphrases
- parameter estimation
- learning strategies
- model selection
- least squares
- maximum likelihood
- markov random field
- em algorithm
- active learning
- parameter estimation algorithm
- decision trees
- online learning
- random fields
- text classification
- wearable sensors
- feature extraction
- feature selection
- feature vectors
- support vector machine
- expectation maximization
- feature space
- computer vision
- fusion method
- multi sensor
- degrees of freedom
- activity recognition
- three dimensional
- training set
- real time