Title:
GradientAdaptiveLaguerreLatticeFilter
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- Category:
- matlab
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- File Size:
- 104kb
- Update:
- 2012-11-26
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- Uploaded by:
- liuuni
Description:
Description： Implements the order recursive adaptive laguerre filter from Fejzo and Lev-Ari (1997). Advantages:
*Fewer parameter to model than FIR filters modeling long impulse responses
*guaranteed stability, unique global minimum, small number of parameter for prescribed modelling error
*numerically robust & and low computational complexity ( O(M) ).
*Fast convergence (RLS equivalent) with no apriori learning rate required
*Order recursive, so filter coefficients are uncorrelated with each other, allowing for modular implementation.
Setting the pole parameter to 0 yields the standard classical gradient adaptive FIR algorithm.
Includes simple example on cross-talk resistant echo cancellation to show how to use it.
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