Theory and Design of Adaptive Filters

THE NEED FOR ADAPTIVE FILTERING: Removal of Power Line Hum From Medical Instruments; Adaptive Differential Pulse Code Modulation; Equalization of Troposcatter Communication Signals; Generality and Commonality; BASIC PRINCIPLES OF ADAPTIVE FILTERING: The FIR Linear Combiner; Number Guessing Games; Single-Integer Guessing Games; Multiple- Integer Guessing Games; Multiple Real Numbers Guessing Games; Adaptive Filter Algorithm Interpretation; AN ANALYTICAL FRAMEWORK FOR DEVELOPNG ADAPTIVE ALGORITHMS: Background and Direction; The Least Squares Problem; Basic Formulation; Reduction to the Normal Equations; Direct Solution to the Optimal Vector; The Meaning of P and P Examples; Matching a Pure Delay; Matching a Rotated Phasor; Two Solution Technique; Direct Inversion; Iterative Approximation; Computational Comparisons; Consolidation; The Least Mean Square Problem; Formulation; A Brief Review of Stochastic Process; Ensemble Averages; An Example; Stationarity; The Concept of White Noise.