DocumentCode
3596353
Title
A chaos scheme for secure communication based on neural network
Author
Zhang, Jianming ; Wang, Shuqing
Author_Institution
Res. Inst. of Adv. Process Control, Zhejiang Univ., Hangzhou, China
fYear
2000
fDate
6/22/1905 12:00:00 AM
Firstpage
371
Lastpage
374
Abstract
This paper presents a method for using chaos in the digital domain for secure communications. The method uses a well-trained multilayer neural network to generate the chaotic sequence whose randomness is excellent. The corresponding secure communication approach is also proposed. In the transmitter, the modulation is realized by adding the information signal to this chaotic sequence generated by neural network. In the receiver, the chaotic carrier is retrieved from the received signal by using an equivalent neural network, and then the information signal is recovered. The anti-decipher ability of this method is also analyzed. The computer experiments show that this method has the good immunity to interference and can be realized easily, and the chaotic secure communication system based on neural network is fine in security
Keywords
chaos; information theory; multilayer perceptrons; random processes; telecommunication security; anti-decipher; chaotic carrier; chaotic secure communication; chaotic sequence; digital domain; equivalent neural network; information signal; interference; modulation; multilayer neural network; neural network; randomness; Chaotic communication; Communication system security; Computer networks; Computer security; Information retrieval; Interference; Multi-layer neural network; Neural networks; Neurotransmitters; Signal generators;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2000. IEEE APCCAS 2000. The 2000 IEEE Asia-Pacific Conference on
Print_ISBN
0-7803-6253-5
Type
conf
DOI
10.1109/APCCAS.2000.913512
Filename
913512
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