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Topic: Adaptation and Learning

ADAPTATION AND LEARNING

Steady-state MSE performance analysis of mixture approaches to adaptive filtering

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Diffusion LMS strategies for distributed estimation

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Distributed estimation over an adaptive incremental network based on the affine projection algorithm

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Diffusion least-mean squares over adaptive networks: Formulation and performance analysis

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Diffusion recursive least-squares for distributed estimation over adaptive networks

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Steady state performance analysis of a variable tap-length LMS algorithm

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Adaptive processing over distributed networks

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Incremental adaptive strategies over distributed networks

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Mean-square performance of a convex combination of two adaptive filters

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Mean-square performance of data-reusing adaptive 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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