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
Link To Document :
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