Title :
A dynamic normalization technique for decoding LDPC codes
Author :
Liao, Yen-Chin ; Lin, Chien-Ching ; Liu, Chih-Wei ; Chang, Hsie-Chia
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
In this paper, a dynamic normalization technique is proposed to approximate the nonlinear operation in decoding LDPC codes. The criterion in determining the normalization factor is also presented with theoretical analysis. The proposed method improves the approximation accuracy as well as the error performance of min-sum algorithm. Furthermore, the hardware implementation benefits from a simplified normalization scheme, leading to reductions in complexity and implementation loss.
Keywords :
decoding; matrix algebra; parity check codes; LDPC code decoding; complexity reductions; dynamic normalization technique; error performance; hardware implementation; implementation loss; min-sum algorithm; nonlinear operation; normalization factor; AWGN; Additive white noise; Approximation algorithms; Block codes; Error correction codes; Hardware; Iterative algorithms; Iterative decoding; Parity check codes; Partitioning algorithms;
Conference_Titel :
Signal Processing Systems Design and Implementation, 2005. IEEE Workshop on
Print_ISBN :
0-7803-9333-3
DOI :
10.1109/SIPS.2005.1579968