Adaptive filtering

OpenStax

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Introduction to adaptive filtering

1 Adaptive filtering applications

2 Channel/system identification

3 Noise cancellation

4 Channel equalization

5 Adaptive controller

6 Iterative minimization

7 Linear estimator

8 Vector notation

12 Optimum filter

13 Steepest descent

Lms algorithm analysis

2 Lms algorithm

3 Interpretation in terms of weight error vector

4 Convergence/stability analysis

5 Convergence in mean

6 Bounded variance

7 Learning curve

8 Learning speed and misadjustment trade-off

Source: OpenStax, Statistical signal processing. OpenStax CNX. Jun 14, 2004 Download for free at http://cnx.org/content/col10232/1.1

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