Theory and design of adaptive filters
John R. Treichler, C.R. Johnson, Michael G. Larimore · Medical Entomology and Zoology · 1987
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.