DocumentCode
1743785
Title
Performance comparison of adaptive and robust predictors for long range dependent signals
Author
Boel, R.K. ; Mareels, I.M.Y. ; James, M.R.
Author_Institution
Dept. of Electr. Eng., Ghent Univ., Belgium
Volume
1
fYear
2000
fDate
2000
Firstpage
73
Abstract
In the context of long range dependent processes we compare robust and adaptive prediction/filtering. The intuitive observation that adaptation achieves optimality asymptotically and outperforms in the long run robust filtering is quantified through the estimation of convergence rates and levels of achievable performance
Keywords
adaptive filters; adaptive signal processing; convergence; filtering theory; optimisation; prediction theory; stability; achievable performance levels; adaptive predictors; asymptotic optimality; convergence rate estimation; filtering; long-range dependent signals; robust filtering; robust predictors; Adaptive filters; Feedback loop; Information filtering; Information filters; Information technology; Parameter estimation; Power system modeling; Predictive models; Robust control; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location
Sydney, NSW
ISSN
0191-2216
Print_ISBN
0-7803-6638-7
Type
conf
DOI
10.1109/CDC.2000.912735
Filename
912735
Link To Document