On the Universality of Low-Density Parity-Check Block Codes
Wei Liu, Rüdiger Urbanke
Abstract
Wei Liu, Rüdiger Urbanke
Abstract
An important class of modern channel codes is the capacity-achieving sequences of low-density parity-check block codes. Such sequences are usually designed for the binary erasure channel and are decoded by iterative message-passing algorithms. In this paper we investigate the universality of such sequences. We show that many existing capacity-achieving sequences designed for the binary erasure channel do not achieve the same capacity of many other binary-input memoryless output-symmetric channels under belief propagation decoding.
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An important class of modern channel codes is the capacity-achieving sequences of low-density parity-check block codes. Such sequences are usually designed for the binary erasure channel and are decoded by iterative message-passing algorithms. In this paper we investigate the universality of such sequences. We show that many existing capacity-achieving sequences designed for the binary erasure channel do not achieve the same capacity of many other binary-input memoryless output-symmetric channels under belief propagation decoding.
Key concepts: Binary erasure channel, Low-density parity-check code, Universality (dynamical systems), Erasure, Decoding methods, Computer science, Theoretical computer science, Binary number