A parallel decoding algorithm of LDPC codes using CUDA

A parallel belief propagation algorithm for decoding low-density parity-check (LDPC) codes is presented in this paper based on Compute Unified Device Architecture (CUDA). As a new hardware and software architecture for addressing and managing computations, CUDA offers parallel data computing using t...

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Vydáno v:2008 42nd Asilomar Conference on Signals, Systems and Computers s. 171 - 175
Hlavní autoři: Shuang Wang, Cheng, S., Qiang Wu
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.10.2008
Témata:
Bandwidth
Belief propagation
Computer architecture
Concurrent computing
Coprocessors
Decoding
Hardware
Memory management
Parity check codes
Software architecture
ISBN:9781424429400, 1424429404
ISSN:1058-6393
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Shrnutí:A parallel belief propagation algorithm for decoding low-density parity-check (LDPC) codes is presented in this paper based on Compute Unified Device Architecture (CUDA). As a new hardware and software architecture for addressing and managing computations, CUDA offers parallel data computing using the highly multithreaded coprocessor driven by very high memory bandwidth GPU. The parallel decoding algorithm, based on CUDA, allows that all bit-nodes or check-nodes work simultaneously, thus provides an efficient and fast way for implementing the decoder.
ISBN:9781424429400
1424429404
ISSN:1058-6393
DOI:10.1109/ACSSC.2008.5074385