Title :
An Area-Efficient Relaxed Half-Stochastic Decoding Architecture for Nonbinary LDPC Codes
Author :
Xin-Ru Lee ; Chih-Wen Yang ; Chih-Lung Chen ; Hsie-Chia Chang ; Chen-Yi Lee
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
This brief presents an area-efficient relaxed half-stochastic nonbinary low-density parity-check (NB-LDPC) decoder. A novel decoding algorithm, namely, cumulative tracking forecast memory with concealing channel values (CTFM-CC) is proposed to reduce algorithm complexity and maintain bit-error-rate performance as well. Furthermore, the hardware complexity of variable node units (VNUs) is reduced through a truncated architecture, which only keeps the most reliable n probability density functions. To deal with the sum-product-algorithm-to-stochastic conversion of VNU, a dynamic random number generation method, which is used for sampling a stochastic symbol, is also proposed. With these features, a (168, 84) regular-(2,4) NB-LDPC code over GF(16) decoder is implemented in a 90-nm process. According to the results of postlayout simulation, this decoder can deliver a throughput of 1.13 Gb/s with a hardware efficiency of 0.90 Mb/s/K-gate at 286 MHz. Compared to related rate-1/2 NB-LDPC decoders, the proposed decoder achieves the highest hardware efficiency with similar error-correcting capability.
Keywords :
decoding; error correction; error statistics; parity check codes; probability; random number generation; stochastic processes; CTFM-CC; GF16 decoder; VNU; algorithm complexity; area-efficient relaxed half-stochastic NB-LDPC decoder; bit-error-rate performance; concealing channel values; cumulative tracking forecast memory; dynamic random number generation method; error-correcting capability; frequency 286 MHz; hardware efficiency; nonbinary low-density parity-check decoder; postlayout simulation; probability density functions; size 90 nm; stochastic symbol; sum-product-algorithm-to-stochastic conversion; variable node units; Bit error rate; Complexity theory; Decoding; Hardware; Logic gates; Parity check codes; Throughput; Nonbinary low-density parity-check (LDPC) codes; RHS algorithm; nonbinary LDPC codes; relaxed half-stochastic (RHS) algorithm; stochastic decoding;
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2014.2368616