DocumentCode
685018
Title
Blind source separation of interfering signals in analog circuits
Author
Li Hao ; Chen Zhiyong ; Zhang Ruixue ; Dong Yonggui
Author_Institution
Dept. of Precision Instrum., Tsinghua Univ., Beijing, China
Volume
01
fYear
2013
fDate
16-18 Aug. 2013
Firstpage
462
Lastpage
466
Abstract
A blind source separation method is proposed to identify source interfering signals at analog circuits nodes. Based on an instantaneous linear mixing model, independent component analysis algorithm is used for separating interfering signals from observed signals. The influences of energy storage circuit elements such as capacitance are analyzed via numerical and experimental simulations. It is shown that, for circuits in which energy storage circuit elements perform less significant effects, relatively satisfied separation results of interfering signals can be obtained. On the other hand, in cases that energy storage circuit elements have significant effects, the separation results will deteriorate. Moreover, when a known input signal is enclosed in the observed mixtures, the separation results for interfering signals will be obviously improved.
Keywords
analogue circuits; blind source separation; independent component analysis; interference (signal); analog circuits; blind source separation; energy storage circuit elements; independent component analysis algorithm; instantaneous linear mixing model; interfering signals; Analog circuits; Capacitors; Energy storage; Integrated circuit modeling; Noise; Source separation; Vectors; analog circuits; blind source separation; electromagnetic compatibility; independent component analysis; interfering signals;
fLanguage
English
Publisher
ieee
Conference_Titel
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4799-1390-9
Type
conf
DOI
10.1109/MIC.2013.6758005
Filename
6758005
Link To Document