A general computation rule for lossy summaries/messages with examples from equalization

Computer Science – Information Theory

Scientific paper

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Proc. of the 44th Allerton Conference on Communication, Control, and Computing, Monticello, Ill., USA, Sept. 2006

Scientific paper

Elaborating on prior work by Minka, we formulate a general computation rule
for lossy messages. An important special case (with many applications in
communications) is the conversion of "soft-bit" messages to Gaussian messages.
By this method, the performance of a Kalman equalizer is improved, both for
uncoded and coded transmission.

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