DocumentCode
2313651
Title
Fast simulation of turbo codes over Rayleigh fading channels
Author
Gunawardana, Upul ; Nguyen, Kim Chi ; Liyana-Pathirana, Ranjith
Author_Institution
Sch. of Eng., Univ. of Western Sydney, Sydney, NSW, Australia
fYear
2009
fDate
6-9 May 2009
Firstpage
804
Lastpage
807
Abstract
In this paper we apply importance sampling (IS) for efficient performance evaluation of turbo codes over Rayleigh fading channels. Our approach is based on the most probable error path (MPEP) method which shifts the input probability density function (pdf) to the mode of the optimal biased distribution where most probable errors are located. In particular, we show how to bias the pdf of the AWGN process in order to maximize the computational efficiency gain. It is demonstrated that the proposed method requires much smaller sample sizes to achieve the same accuracy required by a conventional MC estimator.
Keywords
AWGN channels; Rayleigh channels; error statistics; importance sampling; probability; turbo codes; AWGN process; Monte Carlo simulation approach; Rayleigh fading channel; computational efficiency gain; importance sampling; most probable error path method; optimal biased distribution; probability density function; turbo codes; AWGN; Concatenated codes; Convolutional codes; Decoding; Discrete event simulation; Fading; Monte Carlo methods; Probability density function; Turbo codes; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
Conference_Location
Pattaya, Chonburi
Print_ISBN
978-1-4244-3387-2
Electronic_ISBN
978-1-4244-3388-9
Type
conf
DOI
10.1109/ECTICON.2009.5137168
Filename
5137168
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