Theory and Design of Adaptive Filters

Partial table of contents: 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 Game. Adaptive Filter Algorithm Interpretation. AN ANALYTICAL FRAMEWORK FOR DEVELOPING 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 Techniques. 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.Treichler, John R. is the author of 'Theory and Design of Adaptive Filters', published 1987 under ISBN 9780471832201 and ISBN 0471832200.