Title
SET THEORETIC ADAPTIVE FILTERING: USING PERIODOGRAM AND PROJECTIONS ONTO CONVEX SETS
Abstract
In this paper we propose a novel adaptive filtering algorithm. Using the Set Theoretic Estimation frame- work, the algorithm exploits the information given by the power spectral density of the noise extracted from the periodogram of filtering error. With this informa- tion new appropriate sets are built and projections onto them are computed. The simulations results show that the algorithm has excellent convergence properties.
Year
Venue
Field
2005
European Signal Processing Conference
Convergence (routing),Projections onto convex sets,Mathematical optimization,Adaptive filtering algorithm,Algorithm,Filter (signal processing),Spectral density,Periodogram,Adaptive filter,Signal processing algorithms,Mathematics
DocType
ISBN
Citations 
Conference
978-160-4238-21-1
0
PageRank 
References 
Authors
0.34
8
3
Name
Order
Citations
PageRank
Leonardo Rey Vega11359.54
S. Tressens226918.38
H. Rey327418.90