THE LOG (COSH) FUNCTION AND ITS ROLE IN THE PROBLEM OF BLIND SEPARATION Cover Image

FUNKCJA LOG(COSH) I JEJ ROLA W ŚLEPEJ SEPARACJI SYGNAŁÓW
THE LOG (COSH) FUNCTION AND ITS ROLE IN THE PROBLEM OF BLIND SEPARATION

Author(s): Ryszard Szupiluk
Subject(s): Economy
Published by: Szkoła Główna Gospodarstwa Wiejskiego w Warszawie
Keywords: smooth component analysis; independent component analysis; blind signals separation; sparse data;

Summary/Abstract: In this article, we will present a special feature of blind separation algorithms, which is the presence of log (cosh) functions in the objective functions from which these algorithms are derived. We point out that, assumed as fundamentally different methods of separation, based on different criteria such as statistical independence, sparsity or smoothness, can or are in practice reduced to the exploration of essentially the same mathematical characteristic.

  • Issue Year: XXIII/2022
  • Issue No: 3
  • Page Range: 78-87
  • Page Count: 10
  • Language: Polish