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2008

HOS-Based Semi-Blind Spatial Equalization for MIMO Rayleigh Fading Channels

13 years 3 months ago
HOS-Based Semi-Blind Spatial Equalization for MIMO Rayleigh Fading Channels
In this paper we concentrate on the direct semi-blind spatial equalizer design for MIMO systems with Rayleigh fading channels. Our aim is to develop an algorithm which can outperform the classical training based method with the same training information used, and avoid the problems of low convergence speed and local minima due to pure blind methods. A general semi-blind cost function is first constructed which incorporates both the training information from the known data and some kind of higher order statistics (HOS) from the unknown sequence. Then, based on the developed cost function, we propose two semi-blind iterative and adaptive algorithms to find the desired spatial equalizer. To further improve the performance and convergence speed of the proposed adaptive method, we propose a technique to find the optimal choice of step size. Furthermore a constrained Cramer-Rao bound (CRB) is developed for the addressed semi-blind signal model to evaluate the performance of the algorithms. ...
Zhiguo Ding, Tharmalingam Ratnarajah, Colin Cowan
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2008
Where TSP
Authors Zhiguo Ding, Tharmalingam Ratnarajah, Colin Cowan
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