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Low Complexity Decoding of LDPC Codes with Erasures
Thesis

Low Complexity Decoding of LDPC Codes with Erasures

Yu-Heng Chen
Masters, 國立清華大學, 電機工程學系
2003

Abstract

低密度 抹失位元 解碼 低複雜度 low density erasure decoding low complexity
In recent years, low-density parity-check (LDPC) codes catch high attentions because of its near Shannon limit performance with sum-product decoding algorithm. LDPC codes are regarded as the main competitor of turbo codes. However, sum-product algorithm is a high hardware complexity algorithm. This restriction makes LDPC codes hard to realize. In this thesis, we propose a low hardware complexity algorithm to realize the decoding of LDPC code by modelling the AWGN channel as a noisy erasure channel. In the proposed decoding algorithm, we basically use all-but-one rule to decode erasures while carefully managing the possibly noisy hard decisions. Since this algorithm takes only very simple operation units and does not need a huge number of memories, it can be applies to decode very long codes, which may be attractive in practical situations.

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