Title :
A memory efficient belief propagation decoder for polar codes
Author :
Jin Sha ; Xing Liu ; Zhongfeng Wang ; Xiaoyang Zeng
Author_Institution :
Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
Abstract :
Polar codes have become increasingly popular recently because of their capacity achieving property. In this paper, a memory efficient stage-combined belief propagation (BP) decoder design for polar codes is presented. Firstly, we briefly reviewed the conventional BP decoding algorithm. Then a stage-combined BP decoding algorithm which combines two adjacent stages into one stage and the corresponding belief message updating rules are introduced. Based on this stage-combined decoding algorithm, a memory-efficient polar BP decoder is designed. The demonstrated decoder design achieves 50% memory and decoding latency reduction in the cost of some combinational logic complexity overhead. The proposed decoder is synthesized under TSMC 45nm Low Power CMOS technology. It achieves 0.96 Gb/s throughput with 14.2mm2 area when code length N=216 which reduces 51.5% decoder area compared with the conventional decoder design.
Keywords :
combinatorial mathematics; decoding; BP decoder design; BP decoding algorithm; belief propagation decoder; combinational logic complexity; memory efficient stage-combined belief propagation; polar codes; stage combined decoding algorithm; Algorithm design and analysis; Decoding; Hardware; Iterative decoding; Memory management; Quantization (signal); belief propagation; implementation; memory-efficient; polar codes; stage-combined;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2015.7112042