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Abstract
When applied to the identification of time-varying systems, such as rapidly fading telecommunication channels, adaptive estimation algorithms built on the local basis function (LBF) principle yield excellent tracking performance but are computationally demanding. The subsequently proposed fast LBF (fLBF) algorithms, based on the preestimation principle, allow a substantial reduction in complexity without significant performance losses. We propose a novel preestimator, called bidirectional, which further improves the performance of the fLBF scheme.
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Authors (4)
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Lu Shen
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Yuriy Zakharov
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- Publication version
- Accepted or Published Version
- License
- Copyright (2023, IEEE)
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Details
- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Language:
- English
- Publication year:
- 2023
- Bibliographic description:
- Niedźwiecki M., Gańcza A., Shen L., Zakharov Y.: On bidirectional preestimates and their application to identification of fast time-varying systems// / : , 2023,
- DOI:
- Digital Object Identifier (open in new tab) 10.1109/icassp49357.2023.10096339
- Sources of funding:
-
- Statutory activity/subsidy
- Verified by:
- Gdańsk University of Technology
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