http://cnx.org/content http://cnx.org/content/col11301/1.1 col11301 Adaptive Filtering 1.1 2004/06/25 12:47:50.343 GMT-5 2011/04/27 10:31:18.928 GMT-5 Janko Calic Janko Calic j.calic@surrey.ac.uk jcalic jcalic jcalic http://cnx.org/content http://cnx.org/content/col10280/1.1 col10280 Adaptive Filters 1.1 2004/06/25 12:47:50.343 GMT-5 2005/05/12 15:51:48.567 GMT-5 Douglas Jones Douglas L. Jones dl-jones@uiuc.edu Kyle Clarkson Kyle Clarkson kclarks@gmail.com dljones dljones kclarks dljones Adaptive Filters LMS Wiener Science and Technology Covers different types of adaptive filters and their implementations. In depth analysis is done of the Wiener Filter algorithm and the LMS algorithm. en University of Illinois Urbana-Champaign Douglas Jones Introduction to Adaptive Filters Wiener Filter Algorithm Discrete-Time, Causal Wiener Filter Practical Issues in Wiener Filter Implementation Quadratic Minimization and Gradient Descent The LMS Adaptive Filter Algorithm The LMS Adaptive Filter Algorithm First Order Convergence Analysis of the LMS Algorithm Second-order Convergence Analysis of the LMS Algorithm and Misadjustment Error Applications of Adaptive Filters Applications of Adaptive Filters Adaptive System Identification Adaptive Equalization Adaptive Interference (Noise) Cancellation Adaptive Echo Cancellation Other Adaptive Filter Algorithms Beyond LMS: an overview of other adaptive filter algorithms Adaptive IIR filters The Constant-Modulus Algorithm and the Property-Restoral Principle Complex LMS Normalized LMS Summary of Adaptive Filtering Methods