DocumentCode :
1368089
Title :
Reduced-complexity column-layered decoding and implementation for LDPC codes
Author :
Cui, Zhigao ; Wang, Zhen ; Zhang, Xiaobing
Author_Institution :
Qualcomm Inc., San Diego, CA, USA
Volume :
5
Issue :
15
fYear :
2011
Firstpage :
2177
Lastpage :
2186
Abstract :
Layered decoding is well appreciated in low-density parity-check (LDPC) decoder implementation since it can achieve effectively high decoding throughput with low computation complexity. This work, for the first time, addresses low-complexity column-layered decoding schemes and very-large-scale integration (VLSI) architectures for multi-Gb/s applications. At first, the min-sum algorithm is incorporated into the column-layered decoding. Then algorithmic transformations and judicious approximations are explored to minimise the overall computation complexity. Compared to the original column-layered decoding, the new approach can reduce the computation complexity in check node processing for high-rate LDPC codes by up to 90% while maintaining the fast convergence speed of layered decoding. Furthermore, a relaxed pipelining scheme is presented to enable very high clock speed for VLSI implementation. Equipped with these new techniques, an efficient decoder architecture for quasi-cyclic LDPC codes is developed and implemented with 0.13%%m VLSI implementation technology. It is shown that a decoding throughput of nearly 4%Gb/s at a maximum of 10 iterations can be achieved for a (4096, 3584) LDPC code. Hence, this work has facilitated practical applications of column-layered decoding and particularly made it very attractive in high-speed, high-rate LDPC decoder implementation.
Keywords :
VLSI; codecs; computational complexity; parity check codes; LDPC codes; algorithmic transformation; computation complexity; judicious approximations; low density parity check decoder; reduced complexity column layered decoding; very large scale integration architectures;
fLanguage :
English
Journal_Title :
Communications, IET
Publisher :
iet
ISSN :
1751-8628
Type :
jour
DOI :
10.1049/iet-com.2010.1002
Filename :
6069640
Link To Document :
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