Maximum likelihood parameter estimation of superimposed chirps using Monte Carlo importance sampling.
Supratim SahaSteven M. KayPublished in: IEEE Trans. Signal Process. (2002)
Keyphrases
- parameter estimation
- importance sampling
- maximum likelihood
- monte carlo
- em algorithm
- markov chain
- approximate inference
- expectation maximization
- maximum likelihood estimation
- gaussian mixture model
- markov chain monte carlo
- likelihood function
- posterior distribution
- variance reduction
- particle filter
- gaussian distribution
- maximum a posteriori
- machine learning