130 citations · 385 across the 14 of their papers we have counts for
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Tree-Structure Expectation Propagation for LDPC Decoding over the BEC
Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
We present the tree-structure expectation propagation (Tree-EP) algorithm to decode low-density parity-check (LDPC) codes over discrete memoryless channels (DMCs). EP generalizes b…
Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels
Pablo M. Olmos, Juan José Murillo-Fuentes
Expectation Propagation is a generalization to Belief Propagation (BP) in two ways. First, it can be used with any exponential family distribution over the cliques in the graph. Se…
Channel Decoding with a Bayesian Equalizer
Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz
Low-density parity-check (LPDC) decoders assume the channel estate information (CSI) is known and they have the true a posteriori probability (APP) for each transmitted bit. But in…