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An Affine Projection Adaptive Filtering Algorithm With Selective Regressors
56
Citations
10
References
2007
Year
Numerical AnalysisMathematical ProgrammingEngineeringNonlinear OptimizationFilter (Signal Processing)Input RegressorsState EstimationNonlinear System IdentificationFiltering TechniqueSelective RegressorsSystems EngineeringApproximation TheoryAdaptive FilterMachine VisionContinuous OptimizationInverse ProblemsMinimum DisturbanceSignal ProcessingConic OptimizationAerospace EngineeringGood Convergence Performance
We present a novel affine projection algorithm which reduces complexity by selecting a subset of input regressors at every iteration. The optimal selection of input regressors is derived by comparing the cost functions based on the principle of minimum disturbance. The proposed algorithm shows good convergence performance with various experimental results
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