Title :
Bit error rate estimation for turbo decoding
Author :
Letzepis, Nick ; Grant, Alex
Author_Institution :
Inst. for Telecommun. Res., Univ. of South Australia, Adelaide, SA
fDate :
3/1/2009 12:00:00 AM
Abstract :
In this paper we propose a method for on-line estimation of bit error rate during turbo decoding. We model the log-likelihood ratios as a mixture of two Gaussian random variables and derive estimators for the mean and variance of these distributions based on a maximum-likelihood approach. The parameter estimates are then employed to calculate the cross-over area of the Gaussian tails to estimate BER at each decoder iteration. The performance of the BER estimator is analysed and compared.
Keywords :
error statistics; maximum likelihood decoding; maximum likelihood estimation; turbo codes; BER; Gaussian random variables; bit error rate estimation; decoder iteration; log-likelihood ratios; maximum-likelihood approach; parameter estimation; turbo decoding; Bit error rate; Convergence; Estimation error; Iterative decoding; Maximum likelihood decoding; Maximum likelihood estimation; Parameter estimation; Performance analysis; Probability density function; Signal to noise ratio; Turbo codes, iterative decoding, BER estimation, Log-likelihood ratio, Gaussian approximation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.03.060410