A Monte-Carlo Implementation of the SAGE Algorithm for Joint Soft Multiuser and Channel Parameter Estimation
Erdal PanayirciAlexander KocianH. Vincent PoorMarina RuggieriPublished in: CoRR (2009)
Keyphrases
- monte carlo
- parameter estimation
- expectation maximization
- monte carlo simulation
- importance sampling
- maximum likelihood
- least squares
- em algorithm
- dynamic programming
- markov chain monte carlo
- stochastic approximation
- model fitting
- markov chain
- computational cost
- parameter estimation algorithm
- maximum likelihood estimation
- parameters estimation
- closed form
- model selection
- k means
- posterior distribution
- estimation algorithm
- approximate inference
- probabilistic model
- search algorithm
- similarity measure
- learning algorithm
- machine learning
- random fields
- simulated annealing