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A blind equalization algorithm with variable step-size procedure

Posted on:2007-12-17Degree:M.SType:Thesis
University:King Fahd University of Petroleum and Minerals (Saudi Arabia)Candidate:Alhmouz, Omar MufidFull Text:PDF
GTID:2448390005467715Subject:Engineering
Abstract/Summary:
A blind equalization algorithm with a variable step-size procedure leading to faster convergence speed is considered. An earlier work on an enhanced version of the Decision Directed Modified Constant Modulus Algorithm(DD-MCMA), used with a variable step-size procedure showed a very good convergence speed (compared to the same algorithm with a fixed step-size) on different, types of channels and different kinds of modulation schemes. Different step-size update schemes were considered, a prediction error dependant scheme were adapted to change the step-size according to the auto-correlation of the prediction error. The step-size parameters were optimized using particle swarm optimization method which yield solutions that gave good results in terms of the step-size affect on the speed of convergence.;Keywords: blind equalization, CAM, MCMA, variable step-size, particle swarm.
Keywords/Search Tags:Step-size, Blind equalization, Convergence, Particle swarm
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