Title :
Realization of JADE based independent component analysis on a DSP based portable system
Author :
Can, M. Serhat ; Alkan, Ahmet ; Ergün, Saban
Author_Institution :
Mekatronik Programi, GOPU, Zile, Turkey
Abstract :
Blind Source Separation (BSS) is a process which includes detection of the individual source signals from mixed different sources. BSS can be used for image processing, communication and biomedical applications. To achieve BSS different techniques are used. Independent Component Analysis (ICA) is used for it frequently. In this study, to realize BSS, applicability of ICA on a portable environment TMS320C6713 DSK kit is tested with three different application. Jean François CARDOSO´s JADE (Joint Approximate Diagonalization of Eigenmatrices) Algorithm is used for the realization of ICA. Test signals stored in PC are sent to TMS320C6713 DSK kit via Real Time Data Exchange. Blind Source Separation is achieved on TMS320C6713 DSK kit by using JADE algorithm.
Keywords :
blind source separation; digital signal processing chips; independent component analysis; matrix algebra; CARDOSO JADE; DSP based portable system; TMS320C6713 DSK kit; biomedical application; blind source separation; eigenmatrices; image processing; independent component analysis; joint approximate diagonalization; mixed different sources; portable environment; source signals; Blind source separation; Correlation; Digital signal processing; Independent component analysis; MONOS devices; Matrix decomposition;
Conference_Titel :
Electrical, Electronics and Computer Engineering (ELECO), 2010 National Conference on
Conference_Location :
Bursa
Print_ISBN :
978-1-4244-9588-7
Electronic_ISBN :
978-605-01-0013-6