Title :
Robust estimation of signal and interference power in rayleigh fading channels
Author :
Lashkarian, Navid ; Toussi, Karim Nassiri
Author_Institution :
Div. of DSP, Xilinx Inc., San Jose, CA
Abstract :
This paper deals with the problem of signal and interference power estimation in communication over wireless fading channels. In this work, a new class of estimators for joint estimation of signal and Gaussian interference variance is proposed. Our study includes developing a unified framework that covers the design and performance analysis of the estimators. The estimators addressed in this paper, namely maximum likelihood, minimum variance unbiased, best linear unbiased and sub-space estimators, require knowledge of eigenvectors and eigenvalues of the channel autocorrelation matrix. To relax this requirement, a tracking mechanism for least-squares estimation of the channel eigen-space is devised. Several aspects of the statistical characteristics of the resulting estimators are presented. As a salient feature, the proposed methods are suitably applicable to estimation of signal and interference power in wideband code division multiple access (WCDMA) used in third generation (3G) mobile wireless communication systems
Keywords :
3G mobile communication; Gaussian processes; Rayleigh channels; broadband networks; code division multiple access; eigenvalues and eigenfunctions; least squares approximations; matrix algebra; maximum likelihood estimation; mobile radio; radiofrequency interference; 3G mobile wireless communication systems; Gaussian interference variance estimation; Rayleigh fading channels; WCDMA; best linear unbiased estimators; channel autocorrelation matrix; channel eigen-space; eigenvalues; eigenvectors; interference power estimation; least-squares estimation; maximum likelihood estimators; minimum variance unbiased estimators; signal power estimation; sub-space estimators; wideband code division multiple access; wireless fading channels; Autocorrelation; Eigenvalues and eigenfunctions; Fading; Interference; Maximum likelihood estimation; Multiaccess communication; Performance analysis; Robustness; Wideband; Wireless communication;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2006.04457