28 citations · 52 across the 2 of their papers we have counts for
3 papers
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…
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…
Receiver Architectures for MIMO-OFDM Based on a Combined VMP-SP Algorithm
Carles Navarro Manchón, Gunvor E. Kirkelund, Erwin Riegler +2
Iterative information processing, either based on heuristics or analytical frameworks, has been shown to be a very powerful tool for the design of efficient, yet feasible, wireless…