Exact maximum likelihood parameter estimation of superimposed exponential signals in noise.
Yoram BreslerAlbert MacovskiPublished in: IEEE Trans. Acoust. Speech Signal Process. (1986)
Keyphrases
- parameter estimation
- maximum likelihood
- additive noise
- em algorithm
- statistical models
- expectation maximization
- maximum likelihood estimation
- parameter values
- random fields
- likelihood function
- noise level
- parameter estimation algorithm
- parameter estimates
- approximate inference
- posterior distribution
- synthetic aperture radar
- maximum a posteriori
- model selection
- gaussian distribution
- model fitting
- parameters estimation
- hyperparameters
- graphical models
- parameter learning
- image processing
- estimation problems
- machine learning