DocumentCode
2358015
Title
Propagation of LLR Saturation and Quantization Error in LDPC Min-Sum Iterative Decoding
Author
Kanistras, Nikos ; Tsatsaragkos, I. ; Paliouras, Vassilis
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
fYear
2012
fDate
17-19 Oct. 2012
Firstpage
276
Lastpage
281
Abstract
In this paper we investigate the propagation in the decoding procedure of the error due to the finite-word-length representation of the LLRs, for the case of LDPC codes. A model is developed that quantifies the impact of the quantization error of the LLRs on the decoding performance, in case of iterative decoding using the Min-Sum algorithm. An older model, also developed by the authors, exploits the new one in order to estimate the performance of various LLR quantization schemes. Proposed model estimation is compared with experimental BER results, in order to be validated.
Keywords
iterative decoding; parity check codes; quantisation (signal); BER; LDPC codes; LDPC min-sum iterative decoding algorithm; LLR quantization schemes; LLR saturation propagation; finite-word-length representation; low-density parity-check codes; quantization error; Computational modeling; Decoding; Degradation; Iterative decoding; Quantization; Roundoff errors; LDPC decoding; LLR quantization; finite wordlength effects; soft-decoding;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Systems (SiPS), 2012 IEEE Workshop on
Conference_Location
Quebec City, QC
ISSN
2162-3562
Print_ISBN
978-1-4673-2986-6
Type
conf
DOI
10.1109/SiPS.2012.22
Filename
6363268
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