Achieving Near MAP Performance with an Excited Markov Chain Monte Carlo MIMO Detector.
Jonathan C. HedstromChung Him (George) YuenRong-Rong ChenBehrouz Farhang-BoroujenyPublished in: CoRR (2017)
Keyphrases
- multi sensor
- markov chain monte carlo
- posterior distribution
- maximum a posteriori
- markov chain
- parameter estimation
- generative model
- bayesian inference
- particle filter
- markov chain monte carlo sampling
- approximate inference
- posterior probability
- monte carlo
- particle filtering
- markov random field
- latent variables
- probabilistic model
- simulated annealing
- image reconstruction
- random variables
- regression model
- model selection
- expectation maximization
- maximum likelihood
- higher order
- pairwise