Author/Authors :
Mostafapour، Ehsan نويسنده Department of electrical and computer engineering Urmia University, Urmia-Iran , , Ghobadi، C. نويسنده Department of electrical and computer engineering Urmia University, Urmia-Iran , , Nourinia ، Javad نويسنده Department of electrical and computer engineering Urmia University, Urmia-Iran , , Chehel Amirani، M. نويسنده Department of electrical and computer engineering Urmia University, Urmia-Iran ,
Abstract :
In this paper we focus on the tracking performance of incremental adaptive LMS algorithm in an adaptive network. For this reason we consider the unknown weight vector to be a time varying sequence. First we analyze the performance of network in tracking a time varying weight vector and then we explain the estimation of Rayleigh fading channel through a random walk model. Closed-form relations are derived for mean square error (MSE), mean square deviation (MSD) and excess mean square error (EMSE)of analyzed network in tracking Rayleigh fading channel and random walk model. Comparison between theoretical and simulation results shows a perfect match and verifies performed calculations.
