Title :
Voltage Flicker Analysis Based on Second Order Blind Identification
Author :
Guo, Tiandong ; Wang, Qi ; Song, Kai ; Shen, Zhengguang
Author_Institution :
Sch. of Electr. Eng. & Autom., Harbin Inst. of Technol., Harbin, China
Abstract :
This paper introduces a method using second order blind identification (SOBI) algorithm to analyze he voltage flicker signal. An embedded matrix is constructed as the multi-channel input signals. Robust whitening is used to reduce noise and decompose data onto the signal subspace. The SOBI algorithm is used to separate the source signals and get the frequency and amplitude of the voltage flicker. Simulation results show that the proposed method based on SOBI algorithm can rapidly and accurately separate the source signals from the voltage flicker.
Keywords :
blind source separation; current fluctuations; SOBI algorithm; embedded matrix; multichannel input signals; noise reduction; second order blind identification; signal subspace; voltage flicker signal analysis; Algorithm design and analysis; Brain modeling; Frequency; Humans; Noise robustness; Signal analysis; Signal processing; Signal processing algorithms; Source separation; Voltage fluctuations;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5300994