Hidden Markov Model Based Variable Structured Multiple Model Algorithm.
Hasan Ihsan TurhanDuygu AcarNuri Baran AyanaKenan AhiskaMübeccel DemireklerPublished in: SIU (2020)
Keyphrases
- probabilistic model
- objective function
- mathematical model
- detection algorithm
- em algorithm
- algorithm employs
- multiple models
- final result
- input data
- selection algorithm
- parameter estimation
- similarity measure
- recognition algorithm
- high accuracy
- learning algorithm
- markov model
- theoretical analysis
- optimization model
- cost function
- prior information
- classification algorithm
- estimation algorithm
- algorithm has been developed
- improved algorithm
- simulation study
- preprocessing
- bayesian framework
- filtering algorithm
- optimization method
- kalman filter
- hyper graph
- computational cost
- data structure
- prior knowledge
- dynamic programming
- experimental evaluation
- worst case
- expectation maximization
- optimization algorithm
- computational model
- energy function
- markov chain
- motion estimation
- tree structure
- hidden markov models
- significant improvement
- search space
- lower bound
- closed form