2 citations · 3 across the 4 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.IT2019★ 1 cited
Optimization of the Belief-Propagation Algorithm for Distributed Detection by Linear Data-Fusion Techniques
Younes Abdi, Tapani Ristaniemi
In this paper, we investigate distributed inference schemes, over binary-valued Markov random fields, which are realized by the belief propagation (BP) algorithm. We first show tha…
cs.IT2019
The Max-Product Algorithm Viewed as Linear Data-Fusion: A Distributed Detection Scenario
Younes Abdi, Tapani Ristaniemi
In this paper, we disclose the statistical behavior of the max-product algorithm configured to solve a maximum a posteriori (MAP) estimation problem in a network of distributed age…