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- W2152004013 abstract "The factor graph EM (FGEM) algorithm is introduced, which is a way of describing the EM algorithm as a message-passing algorithm over a factor graph. Some interesting properties of this algorithm are discussed, such as its ability to break certain cycles in factor graphs. Systems with LDPC codes are used as a starting point for practical applications of the FGEM algorithm. In particular, in channels with an unknown channel state, FGEM-based estimation-decoding algorithms can be straightforwardly obtained, and specific examples are given using the block fading channel. Applications for LDPC-based source coding, especially the Slepian-Wolf coding problem, are also given." @default.
- W2152004013 created "2016-06-24" @default.
- W2152004013 creator A5046532019 @default.
- W2152004013 date "2005-09-12" @default.
- W2152004013 modified "2023-09-23" @default.
- W2152004013 title "The factor graph EM algorithm: applications for LDPC codes" @default.
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- W2152004013 doi "https://doi.org/10.1109/spawc.2005.1506272" @default.
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