DocumentCode :
2390510
Title :
Generalized EXIT chars for irregular LDPC codes
Author :
Mamani, Hossein ; Saeedi, Hamid
Author_Institution :
Dept. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran
fYear :
2011
fDate :
15-16 June 2011
Firstpage :
113
Lastpage :
117
Abstract :
It is well-known that irregular Low-Density Parity-Check (LDPC) code ensembles can have performance approaching the capacity of binary memoryless channels as opposed o regular LDPC codes. Recently, an asymptotic analysis tool named Generalized Extrinsic Information Transfer (GEXIT) chart has been proposed for regular LDPC codes that can be used as a substitution o density evolution (DE), the main asympotic analysis tool for LDPC codes. GEXIT charts can be seen as an extension of formerly introduced EXIT charts which have an extensive use in analysis and design of many iterative schemes including LDPC codes. EXIT charts provide exactly the same analysis results as DE for the Binary Erasure Channel. However, they can only be seen as an approximation o DE for other channel types. GEXIT charts have only been derived for regular LDPC codes. To be able o use GEXIT chars in code design and in particular, to devise capacity approaching ensembles, they have to be obtained for irregular codes. In this paper we derive GEXIT charts for irregular LDPC codes and show that a similar relationship which exists between EXIT charts of irregular and regular LDPC code also holds for the case of GEXIT charts.
Keywords :
binary codes; channel capacity; iterative methods; memoryless systems; parity check codes; asymptotic analysis tool; binary memoryless channel capacity; generalized EXIT charts; generalized extrinsic information transfer chart; irregular LDPC code; irregular low-density parity check code; iterative scheme; EXIT function; Genaral EXIT function; LDPC codes; area theoram; density evolution; entropy; irregular LDPC codes; mutual information;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence and Signal Processing (AISP), 2011 International Symposium on
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-9833-8
Type :
conf
DOI :
10.1109/AISP.2011.5960973
Filename :
5960973
Link To Document :
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