Title :
Memory Efficient Decoder Architectures for Quasi-Cyclic LDPC Codes
Author :
Dai, Yongmei ; Chen, Ning ; Yan, Zhiyuan
Author_Institution :
Dept. of Electr. & Comput. Eng., Lehigh Univ., Bethlehem, PA
Abstract :
In this paper, we first propose parallel turbo-sum-product (PTSP) and turbo-shuffled-sum-product (TSSP) decoding algorithms for partly parallel decoder architectures of quasi-cyclic (QC) low-density parity-check (LDPC) codes. Our proposed algorithms not only achieve faster convergence and better error performance than the sum-product (SP) decoding algorithm, but also need less memory in implementation. Then we propose a partly parallel decoder architecture based on our PTSP algorithm and implement it using FPGA. Our PTSP decoder architecture achieves significantly higher throughput and requires less memory than previously proposed decoder architectures with the same FPGA and LDPC code. Finally, to further reduce the memory requirement, we also propose a partly parallel decoder architecture based on our TSSP algorithm.
Keywords :
field programmable gate arrays; parity check codes; FPGA; memory efficient decoder architectures; parallel turbo-sum-product decoding; partly parallel decoder architectures; quasicyclic low-density parity-check codes; turbo-shuffled-sum-product decoding; Low-density parity-check (LDPC) codes; quasi-cyclic (QC) codes; shuffled decoding; sum-product (SP) decoding; turbo decoding;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2008.922024