Entropy minimization based robust algorithm for adaptive networks [Uyarlamali aǧlar i̇çi̇n entropi̇ mi̇ni̇mi̇zasyonuna dayali gürbüz bi̇r algori̇tma]

View/ Open
Author
Kose, K.
Cetin, A.E.
Gunay O.
Date
2012Journal Title
2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
Language
Turkish
Type
Conference Paper
Metadata
Show full item recordPlease cite this item using this persistent URL
http://hdl.handle.net/11693/28200Abstract
In this paper, the problem of estimating the impulse responses of individual nodes in a network of nodes is dealt. It was shown by the previous work in literature that when the nodes can interact with each other, fusion based adaptive filtering approaches are more effective than handling nodes independently. Here we are proposing the use of entropy functional based optimization in the adaptive filtering stage. We tested the new method on networks under Gaussian and ε-contaminated Gaussian noise. The results show that the proposed method achieves significant improvements in the error rates in case of ε-contaminated noise. © 2012 IEEE.
Published as
http://dx.doi.org/10.1109/SIU.2012.6204711Collections
Related items
Showing items related by title, author, creator and subject.
-
Automatic detection of compound structures by joint selection of region groups from a hierarchical segmentation
Akçay, H. G.; Aksoy S. (Institute of Electrical and Electronics Engineers, 2016)A challenging problem in remote sensing image analysis is the detection of heterogeneous compound structures such as different types of residential, industrial, and agricultural areas that are composed of spatial arrangements ... -
Interpretation of the space-bandwidth product as the entropy of distinct connection patterns in multifacet optical interconnection architectures
Ozaktas Haldun, M.; Brenner, K.-H.; Lohmann Adolf W. (1993)We show that the entropy of the distinct connection patterns that are possible with multifacet optical interconnection architectures is approximately equal to the space-bandwidth product of the optical system. -
An application of an entropy approach to the Turkish manufacturing industry
Altaban, Şule (Bilkent University, 1993)This study concerns an application of concentration measurement for the Turkish Manufacturing Industry using information theory. Theil's (1971) disaggregation of entropy is converted to handle the whole manufacturing ...