Appliance load disaggregation based on maximum a-posterior particle filter (MAP-PF).
Venkata Pathuri BhuvanaAndrea M. TonelloPublished in: SmartGridComm (2017)
Keyphrases
- particle filter
- maximum a posterior
- markov random field
- map estimation
- object tracking
- energy saving
- visual tracking
- particle filtering
- mean shift
- kalman filter
- state space
- state estimation
- motion model
- robust tracking
- appearance model
- multiple hypotheses
- bayesian inference
- data association
- maximum a posteriori
- observation model
- maximum likelihood
- sequential monte carlo
- rao blackwellized particle filter
- proposal distribution