Title :
Decoding low density parity check codes with finite quantization bits
Author :
Ping, Li ; Leung, W.K.
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, Hong Kong
Abstract :
This letter is concerned with the implementation issue of the sum-product algorithm (SPA) for decoding the low density parity check codes. It is shown that the direct implementation of the original form of SPA is sensitive to the quantization effect. We propose a parity likelihood ratio technique to overcome the problem. It is shown that for comparable performance the new method can be implemented with much less quantization bits, which can lead to considerably lower decoding cost.
Keywords :
decoding; error correction codes; quantisation (signal); decoding; finite quantization bits; low density parity check codes; parity likelihood ratio technique; quantization effect; sum-product algorithm; Arithmetic; Costs; Decoding; Iterative algorithms; Parity check codes; Performance loss; Quantization; Sum product algorithm; Turbo codes;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.824757