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  This collection is included in Lens: richb's DSP resources
  By: Richard Baraniuk

  Comments:

  "A good introduction in adaptive filters, a major DSP application."

  Click the "richb's DSP" link to see all content selected in this lens.

  richb's DSP

• 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