Bayesian Detection and MMSE Frequency Estimation of Sinusoidal Signals via Adaptive Importance Sampling.
Douglas E. JohnstonPetar M. DjuricPublished in: ISCAS (1994)
Keyphrases
- importance sampling
- monte carlo
- posterior distribution
- markov chain monte carlo
- markov chain
- signal processing
- rare events
- approximate inference
- sequential monte carlo
- particle filter
- kalman filter
- posterior probability
- particle filtering
- latent variables
- proposal distribution
- bayesian networks
- bayesian inference
- image processing
- generative model
- super resolution
- probability distribution