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An Improved Algorithm for Adaptive Processing

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2 Author(s)
Kretschmer, Frank F. ; Naval Research Laboratory ; Lewis, B.L.

The Widrow-Hoff least mean square (LMS) algorithm based on the method of steepest descent is conditionally stable. A modified algorithm is given which is unconditionally stable, capable of better performance when used in adaptive filter processing, and provides a more realistic means for simulating the Applebaum-Howells adaptive loop.

Published in:

Aerospace and Electronic Systems, IEEE Transactions on  (Volume:AES-14 ,  Issue: 1 )