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Topic: Adaptation and Learning

ADAPTATION AND LEARNING

Least-mean-phase (LMP) adaptive filters with application to communications systems

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Variable step-size NLMS and affine projection algorithms

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Mean-square performance of a family of affine projection algorithms

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Fixed-point steady-state analysis of adaptive filters

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Transient analysis of data-normalized adaptive filters

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Transient analysis of adaptive filters with error nonlinearities

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Ability of adaptive filters to track carrier offsets and random channel nonstationarities

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Extended fast fixed order RLS adaptive filters

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Adaptive filters with error nonlinearities: Mean-square analysis and optimum design

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RLS-Laguerre lattice adaptive filtering: Error-feedback, normalized and array-based algorithms

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ASL

The Adaptive Systems Laboratory at EPFL fosters a rich interdisciplinary research program on the analysis and design of adaptive systems and networks with cognitive and learning abilities.

Find us

Address
EPFL School of Engineering
BM 4102
Station 17
CH-1015 Lausanne
Switzerland

Professor
Ali H. Sayed
email: ali.sayed@epfl.ch
phone: +41 21 693 69 44

Assistant
Patricia Vonlanthen
email: patricia.vonlanthen@epfl.ch
phone: +41 21 693 69 61

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