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
Link To Document :
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