Title :
Adaptive quantization for low-density-parity-check decoders
Author :
Chung, Cha-Hao ; Ueng, Yeong-Luh ; Lu, Ming-Che ; Lin, Mao-Chao
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
For the implementation of low-density parity-check (LDPC) decoders, the associated error performance and the complexity are significantly affected by the number of quantization bits used. In this paper, we propose an adaptive quantization scheme, which uses different quantization schemes at different iteration numbers based on a fixed number of quantization bits. Simulation results show that the proposed adaptive quantization can reduce the number of quantization bits without error performance degradation.
Keywords :
adaptive codes; iterative decoding; parity check codes; quantisation (signal); LDPC decoders; adaptive quantization bits scheme; error performance degradation; iterative decoding; low-density-parity-check decoders; Complexity theory; Decoding; Iterative decoding; Mutual information; Quantization; Switches; Iterative decoding; LDPC decoder; adaptive quantization; low-density parity-check (LDPC) codes; quantization;
Conference_Titel :
Information Theory and its Applications (ISITA), 2010 International Symposium on
Conference_Location :
Taichung
Print_ISBN :
978-1-4244-6016-8
Electronic_ISBN :
978-1-4244-6017-5
DOI :
10.1109/ISITA.2010.5649830