28 citations · 52 across the 2 of their papers we have counts for
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cs.IT2012★ 28 cited
Message-Passing Algorithms for Channel Estimation and Decoding Using Approximate Inference
Mihai-Alin Badiu, Gunvor Elisabeth Kirkelund, Carles Navarro Manchón +2
We design iterative receiver schemes for a generic wireless communication system by treating channel estimation and information decoding as an inference problem in graphical models…
cs.IT2011
Merging Belief Propagation and the Mean Field Approximation: A Free Energy Approach
Erwin Riegler, Gunvor Elisabeth Kirkelund, Carles Navarro Manchón +2
We present a joint message passing approach that combines belief propagation and the mean field approximation. Our analysis is based on the region-based free energy approximation m…