A genetic algorithm for blind source separation based on independent component analysis

• Main Authors: Dadula, Cristina P., Dadios, Elmer P.
• Format: text
• Published: Animo Repository 2014
• Subjects: Genetic algorithms; Blind source separation; independent component analysis; Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2342; https://animorepository.dlsu.edu.ph/context/faculty_research/article/3341/type/native/viewcontent
• Institution: De La Salle University

This paper presents the implementation of genetic algorithm (GA) to a simple blind source separation(BSS) problem using independent component analysis(ICA). The process did not include pre-processing of mixture signals such as centering and whitening like most of ICA algorithms. The GA directly gues...