Title :
THE MODERATE-THROUGHPUT AND MEMORY-EFFICIENT LDPC DECODER
Author :
Xiong Lei ; Tan Zhenhui ; Yao Dongping
Author_Institution :
Inst. of Modern Telecommun., Beijing Jiaotong Univ.
Abstract :
With the superior error correction capability, low-density parity-check (LDPC) codes have received much interests in the field of channel coding for 4 mobile communication, storage fields, and digital video broadcasting (DVB). In the past, parallel architecture and serial architecture decoders have been presented. In this paper, an improved serial decoder is proposed, and implemented on Altera field-programmable gate array (FPGA) device. By arranging the update scheduling elaborately, the memory overhead in decoder is reduced by 50%, and convergence speed is enhanced significantly. Moreover, an improved belief propagation (BP) algorithm is designed for the decoder. The synthesis and simulation results show that the improved serial decoder can achieve higher throughput with reduced memory overhead and superior bit error rate (BER) performance compared to serial decoder
Keywords :
channel coding; decoding; error correction codes; error statistics; field programmable gate arrays; mobile communication; parity check codes; BER; belief propagation; bit error rate; channel coding; digital video broadcasting; error correction capability; field-programmable gate array; low-density parity-check codes; memory-efficient LDPC decoder; mobile communication; moderate-throughput; parallel architecture; serial architecture decoders; serial decoder; Bit error rate; Channel coding; Convergence; Decoding; Digital video broadcasting; Error correction codes; Field programmable gate arrays; Mobile communication; Parallel architectures; Parity check codes;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345764