BP-collapse conjecture for good codes
BP-collapse conjecture for good codes
Let be a code drawn from a sequence of “good” codes, and let be the channel output at the relay. Let be the output of belief propagation at the relay. Let and be the corresponding quantized outputs, with their components defined by the source's equations for and . BP-collapse conjecture. For the asymptotic performance of soft-DF-BP, assuming that is taken from a sequence of “good” codes, an analysis may assume
Similarly, it may assume
This conjecture asserts that BP estimation yields no asymptotic loss relative to using the channel output directly in this setting; the source gives no resolution.
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Sources & referencesView supporting material
Primary source
Amir Bennatan, Shlomo Shamai and A. Robert Calderbank, “Soft-Decoding-Based Strategies for Relay and Interference Channels: Analysis and Achievable Rates Using LDPC Codes”, arXiv:1008.1766 (2013).
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