Adaptive filtering

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Introduction to adaptive filters

1 Summary of adaptive filtering methods

Wiener filter algorithm

Discrete-time, causal wiener filter

1 Practical issues in wiener filter implementation

2 Quadratic minimization and gradient descent

The lms adaptive filter algorithm

The lms adaptive filter algorithm

1 First order convergence analysis of the lms algorithm

2 Second-order convergence analysis of the lms algorithm and misadjustment

Applications of adaptive filters

Applications of adaptive filters

1 Adaptive system identification

2 Adaptive equalization

3 Adaptive interference (noise) cancellation

4 Adaptive echo cancellation

Other adaptive filter algorithms

Beyond lms: an overview of other adaptive filter algorithms

1 Adaptive iir filters

2 The constant-modulus algorithm and the property-restoral principle

4 Normalized lms

Source: OpenStax, Adaptive filtering. OpenStax CNX. Apr 27, 2011 Download for free at http://cnx.org/content/col11301/1.1

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