Title :
Method to remove the interference in reflected wave of passive radar based on the improved FastICA
Author :
Wang, Shuzhao ; Jin, Guibin ; Jin, Guimei ; Wang, Yinhe
Author_Institution :
Coll. of Sci., Air Force Eng. Univ., Xi´´an, China
Abstract :
In allusion to the complexion that the serious harm to passive radar which is based on FM (the resource of frequency modulation) by the multiplex interference in identical frequency, and the average method such as filter couldn´t remove it, a novel method to eliminate the interference based on the improved FastICA (fixed point independent component analysis) is presented. This method pick-up the pure signal by blind source separation which is depended on the improved FastICA and eliminate the multiplex interference in identical frequency. The result of blind source separation for the data show that the improved FastICA is a effective method in eliminating the interference. Therefore, this method can improve the precision of orientation for passive radar which is based on the FM.
Keywords :
blind source separation; frequency modulation; independent component analysis; interference (signal); passive radar; FastICA; blind source separation; fixed point independent component analysis; frequency modulation; multiplex interference; passive radar; reflected wave; Arithmetic; Blind source separation; Educational institutions; Filters; Force measurement; Frequency modulation; Independent component analysis; Interference elimination; Passive radar; Signal processing; FastICA FM passive radar multiplex interference in identical frequency;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274083