An Improved Algorithm for Adaptive Processing
- 1 January 1978
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. AES-14 (1), 172-177
- https://doi.org/10.1109/taes.1978.308591
Abstract
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.Keywords
This publication has 3 references indexed in Scilit:
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- Rapid Convergence Rate in Adaptive ArraysIEEE Transactions on Aerospace and Electronic Systems, 1974
- Adaptive antenna systemsProceedings of the IEEE, 1967