An Efficient Message-Passing Algorithm for Optimizing Decentralized Detection Networks.
O. Patrick KreidlAlan S. WillskyPublished in: IEEE Trans. Autom. Control. (2010)
Keyphrases
- message passing
- detection algorithm
- learning algorithm
- factor graphs
- similarity measure
- inference in graphical models
- probabilistic model
- dynamic programming
- objective function
- parameter estimation
- distributed systems
- expectation maximization
- em algorithm
- matching algorithm
- belief propagation
- knapsack problem
- np hard
- probabilistic inference
- lower and upper bounds
- loopy belief propagation
- preprocessing