Název:
Heuristics in blind source separation
Autoři:
Kautský, Václav ; Štěch, Jakub Typ dokumentu: Příspěvky z konference Konference/Akce: SPMS 2018, Dobřichovice (CZ), 20180618
Rok:
2018
Jazyk:
eng
Abstrakt: This paper deals with application of heuristic algorithms (DEBR, MCRS) in blind source separation (BSS). BSS methods focus on a separation of the (source) signal from a linear mixture. The idea of using heuristic algorithms is introduced on the independent component extraction (ICE) model. The motivation for considering heuristics is to obtain an initial guess needed by many ICE algorithms. Moreover, the comparison of this initialization, and other algorithms accuracy is performed.\n
Klíčová slova:
Blind Source Separation; DEBR; Independent Component Extraction Číslo projektu: GA18-15970S (CEP) Poskytovatel projektu: GA ČR Zdrojový dokument: Stochastic and Physical Monitoring Systems, ISBN 978-80-01-06501-3