Home

Basis Expansion Models and Diversity Techniques for Blind Identification and Equalization of TimeVarying Channels


Author(s) : Cihan Tepedelenlio ??glu Georgios B. Giannakis, 
Publisher : N/A
Publication Date : 1998
ISSN : N/A
Abstract : The time-varying impulse response of rapidly fading mobile communication channels is expanded over a basis of complex exponentials that arise due to Doppler effects encountered with multipath propagation. Blind methods are reviewed for estimating the bases ? parameters and the model orders. Existing second-order methods are critiqued and novel algorithms are developed for blind identification, direct, zero-forcing equalization and minimum mean square error (MMSE) equalization by combining channel diversity with temporal (fractional sampling) and/or spatial diversity which becomes available with multiple receivers. Illustrative simulations are also presented.,