Data-Aided Signal-to-Noise-Ratio estimation in time selective fading channels

Data-Aided Signal-to-Noise-Ratio (SNR) estimation is considered for time selective fading channels whose time variation is described by a polynomial time model. The inherent estimation accuracy limitations associated with the problem are quantified via a Cramer-Rao Bound analysis. A maximum likelihood type class of estimators is proposed and its exact, non-asymptotic performance is computed. The standard, constant channel SNR estimator performance is determined in the presence of channel polynomial order mismatch. Simulations results are presented which verify the effectiveness of the technique as well as its performance advantage over previously proposed methods.

[1]  Gordon L. Stuber,et al.  Principles of Mobile Communication , 1996 .

[2]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[3]  M. R. Spiegel Mathematical handbook of formulas and tables , 1968 .

[4]  J.R. Fonollosa,et al.  On the inclusion of channel's time dependence in a hidden Markov model for blind channel estimation , 1996, Proceedings of 8th Workshop on Statistical Signal and Array Processing.

[5]  R. Gagliardi,et al.  PCM Data Reliability Monitoring Through Estimation of Signal-to-Noise Ratio , 1968 .

[6]  R. Kerr On Signal and Noise Level Estimation in a Coherent PCM Channel , 1966, IEEE Transactions on Aerospace and Electronic Systems.

[7]  Carles Antón-Haro,et al.  On the inclusion of channel's time dependence in a hidden Markov model for blind channel estimation , 2001, IEEE Trans. Veh. Technol..

[8]  Stephen G. Wilson,et al.  SNR mismatch and online estimation in turbo decoding , 1998, IEEE Trans. Commun..

[9]  R. Price,et al.  Some non-central F-distributions expressed in closed form , 1964 .

[10]  W. R. Buckland,et al.  Distributions in Statistics: Continuous Multivariate Distributions , 1973 .

[11]  P. R. Fisk,et al.  Distributions in Statistics: Continuous Multivariate Distributions , 1971 .

[12]  Samuel Kotz,et al.  Continuous univariate distributions : distributions in statistics , 1970 .

[13]  Deva K. Borah,et al.  A robust receiver structure for time-varying, frequency-flat, Rayleigh fading channels , 1999, IEEE Trans. Commun..

[14]  Nader Sheikholeslami Alagha,et al.  Cramer-Rao bounds of SNR estimates for BPSK and QPSK modulated signals , 2001, IEEE Communications Letters.

[15]  Krishna Balachandran,et al.  Channel quality estimation and rate adaptation for cellular mobile radio , 1999, IEEE J. Sel. Areas Commun..

[16]  Norman C. Beaulieu,et al.  A comparison of SNR estimation techniques for the AWGN channel , 2000, IEEE Trans. Commun..

[17]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[18]  W. R. Buckland,et al.  Distributions in Statistics: Continuous Multivariate Distributions , 1973 .