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Belief Propagation in Cyclic Graphs by taozhuo is a document available to read on EtoBox.
What is Belief Propagation in Cyclic Graphs about?
This document discusses probability propagation algorithms for decoding error correcting codes on noisy communication channels. It summarizes that probability propagation was previously thought to not work for networks with cycles but two best error correcting decoding algorithms were found to be performing probability propagation in networks with cycles. It then provides examples of using probability propagation to decode Hamming codes, low-density parity-check codes, and turbocodes, showing results compar
- Author
- taozhuo
- Language
- EN