DocumentCode
3013226
Title
A novel suboptimal piecewise-linear-log-MAP algorithm for turbo decoding
Author
Ivanov, Yu.Yu. ; Romanyuk, A.N. ; Kulyk, A. Ia ; Stukach, O.V.
Author_Institution
Fac. of Automatics, Electron. & Comput. Syst., Vinnytsia Nat. Tech. Univ., Vinnytsia, Ukraine
fYear
2015
fDate
21-23 May 2015
Firstpage
1
Lastpage
8
Abstract
In this paper, a new suboptimal modification for the log-MAP turbo decoding algorithm is proposed. This method (PL-log-MAP) based on the piecewise linear approximation of the the compensation term (correction function) in the Jacobian logarithm used by the MAP (BCJR) decoder. Using the proposed approximation, the complex functions ln(.) and exp(.) in the log-MAP algorithm can be estimated with high accuracy and lower computational complexity. The efficacy of the proposed approximation is investigated and demonstrated by applying it to digital communication system. The performance of the PL-log-MAP algorithm is shown to have the closest performance to the original log-MAP solution.
Keywords
Jacobian matrices; computational complexity; digital communication; iterative decoding; piecewise linear techniques; turbo codes; Jacobian logarithm; PL-log-MAP algorithm; computational complexity; digital communication system; log-MAP turbo decoding algorithm; piecewise linear approximation; suboptimal piecewise-linear-log-MAP algorithm; Approximation algorithms; Decoding; Iterative decoding; Linear approximation; Piecewise linear approximation; Turbo codes; BER; Jacobian logarithm; MAP (BCJR) algorithm; approximation; compensation term; correction function; iterative decoding; log-MAP; max-log-MAP; turbo code;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location
Omsk
Print_ISBN
978-1-4799-7102-2
Type
conf
DOI
10.1109/SIBCON.2015.7147195
Filename
7147195
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