Title :
On the error exponent to redundancy ratio of interactive encoding and decoding
Author :
Meng, Jin ; Yang, En-Hui
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
The concept of error exponent to redundancy ratio (EERR) of interactive encoding and decoding (IED), as well as Slepian-Wolf coding (SWC), is defined and investigated in this paper. The EERR of universal IED is determined. In the non-universal coding case, it is shown that for any stationary ergodic source-side information pair, a two stage IED scheme with 3 rounds of interactions or less can be constructed such that its EERR ≥1. Meanwhile, for any memoryless source-side information pair, the EERR of SWC is strictly less than 1 in the region where the error exponent of SWC is determined. Furthermore, practical two stage IED schemes are proposed and implemented by using LDPC codes and Belief Propagation (BP) Decoding, and simulation shows that the error probability of the proposed two stage IED schemes is indeed significantly lower than that of SWC schemes.
Keywords :
decoding; encoding; error analysis; parity check codes; probability; BP decoding; EERR; LDPC codes; SWC; Slepian-Wolf coding; belief propagation decoding; error exponent; error exponent to redundancy ratio; error probability; interactive encoding and decoding; memoryless source-side information; nonuniversal coding; stationary ergodic source-side information pair; two-stage IED scheme; Belief propagation; Computer errors; Decoding; Encoding; Error probability; Fluid flow measurement; Parity check codes; Propagation losses; Redundancy; Source coding;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513275