Achieving Near MAP Performance With an Excited Markov Chain Monte Carlo MIMO Detector.
Jonathan C. HedstromChung Him (George) YuenRong-Rong ChenBehrouz Farhang-BoroujenyPublished in: IEEE Trans. Wirel. Commun. (2017)
Keyphrases
- markov chain monte carlo
- posterior distribution
- maximum a posteriori
- markov chain
- generative model
- markov chain monte carlo sampling
- parameter estimation
- bayesian inference
- monte carlo
- posterior probability
- particle filter
- data association
- approximate inference
- particle filtering
- object tracking
- probabilistic inference
- bayesian networks
- model selection
- em algorithm
- least squares
- probability distribution