Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2002-04-30
Physics
Condensed Matter
Statistical Mechanics
14 pages, 4 figures
Scientific paper
10.1103/PhysRevE.67.036703
We investigate the use of Gallager's low-density parity-check (LDPC) codes in a broadcast channel, one of the fundamental models in network information theory. Combining linear codes is a standard technique in practical network communication schemes and is known to provide better performance than simple timesharing methods when algebraic codes are used. The statistical physics based analysis shows that the practical performance of the suggested method, achieved by employing the belief propagation algorithm, is superior to that of LDPC based timesharing codes while the best performance, when received transmissions are optimally decoded, is bounded by the timesharing limit.
Kabashima Yoshiyuki
Morelos-Zaragoza Robert
Nakamura Kazutaka
Saad David
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