Title :
The blind harmonic signal extraction algorithm based on the steady-state point capture under the chaotic background
Author :
Erfu Wang ; Qiang Liu ; Kangjian Ma
Author_Institution :
Electron. Eng. Coll., Heilongjiang Univ., Harbin, China
Abstract :
The key issue to verify the confidentiality and guarantee the security of the system is to extract the harmonic signal accurately under the chaotic background. The energy distribution of chaotic signal will affect the extraction of harmonic signal. Based on the background of three typical chaotic dynamic systems, this article analyses their spectrums and finds the energy concentrated area. We propose the solution of capturing chaotic system steady state point by solving the Lyapunov exponent and design a novel blind extraction algorithm of harmonic signal based on the capture of parameter iteration steady point. By comparing the simulation results, this algorithm can accurately extract the harmonic signals under the three typical chaotic backgrounds and provide an effective method for the safety verification of the chaotic secure communication system.
Keywords :
Lyapunov methods; blind source separation; chaos; iterative methods; matrix algebra; Lyapunov exponent; blind harmonic signal extraction algorithm; chaotic background; chaotic dynamic systems; chaotic secure communication system; chaotic system; energy concentrated area; energy distribution; parameter iteration steady point; safety verification; steady-state point capture; system security; Chaos; Fast ICA; JADE; Similarity coefficient matrix;
Conference_Titel :
Sensor Network Security Technology and Privacy Communication System (SNS & PCS), 2013 International Conference on
Conference_Location :
Nangang
Print_ISBN :
978-1-4673-6452-2
DOI :
10.1109/SNS-PCS.2013.6553848