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      • Department of Electrical and Electronics Engineering
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      Entropy minimization based robust algorithm for adaptive networks [Uyarlamali aǧlar i̇çi̇n entropi̇ mi̇ni̇mi̇zasyonuna dayali gürbüz bi̇r algori̇tma]

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      Author
      Kose, K.
      Cetin, A.E.
      Gunay O.
      Date
      2012
      Journal Title
      2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings
      Language
      Turkish
      Type
      Conference Paper
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      Please cite this item using this persistent URL
      http://hdl.handle.net/11693/28200
      Abstract
      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.2012.6204711
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      • Department of Electrical and Electronics Engineering 3170

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