Browsing by Keywords "Convex combination"

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    • Computationally highly efficient mixture of adaptive filters 

      Kilic, O. F.; Sayin, M. O.; Delibalta, I.; Kozat, S. S. (Springer London, 2017)
      We introduce a new combination approach for the mixture of adaptive filters based on the set-membership filtering (SMF) framework. We perform SMF to combine the outputs of several parallel running adaptive algorithms and ...

    • Mixture of set membership filters approach for big data signal processing 

      Kılıç, O. Fatih; Sayın, M. Ömer; Delibalta, İ.; Kozat, Süleyman Serdar (IEEE, 2016)
      In this work, we propose a new approach for mixture of adaptive filters based on set-membership filters (SMF) which is specifically designated for big data signal processing applications. By using this approach, we achieve ...