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ICASSP
2009
IEEE

On robustness of coupled adaptive filters

10 years 4 months ago
On robustness of coupled adaptive filters
We provide a time domain analysis of the robustness and stability performance for coupled adaptive algorithms of gradient type. The considered coupling may occur inherently as well as by desire of the designer. The presented analyses focus on system identification. Examples are presented to investigate convergence and steady-state behaviour by simulations which are compared to theory. In particular, the presented approach allows for a deeper understanding of cascaded adaptive filters in terms of robustness and l2-stability.
Robert Dallinger, Marjus Rupp
Added 21 May 2010
Updated 21 May 2010
Type Conference
Year 2009
Where ICASSP
Authors Robert Dallinger, Marjus Rupp
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