Talks and Poster Presentations (with Proceedings-Entry):
R. Dallinger, M. Rupp:
"On Robustness of Coupled Adaptive Filters";
Poster: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009),
- 04-24-2009; in: "IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009)",
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.
adaptive filters, system identification, robustness, l2-stability, error bounds
Electronic version of the publication:
Created from the Publication Database of the Vienna University of Technology.