Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach.
Tara BaldacchinoWilliam R. JacobsSean R. AndersonKeith WordenJennifer RowsonPublished in: BIOSIGNALS (2015)
Keyphrases
- bayesian estimation
- emg signals
- probability distribution function
- shape estimation
- d objects
- simultaneously estimating
- regression model
- bayesian networks
- mixture model
- posterior probability
- maximum likelihood estimation
- gaussian processes
- tactile sensing
- multivariate gaussian
- surface fitting
- estimation algorithm
- gaussian distribution
- surface reconstruction
- maximum likelihood
- three dimensional
- multivariate time series
- posterior distribution
- mixed data
- vector field
- domain experts
- parameter estimation
- gaussian density
- markov random field prior