Title :
Secure communication using chaotic systems and Markovian jump systems
Author :
Sathyan, T. ; Kirubarajan, T.
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
Abstract :
In this paper, a secure communication system using chaotic systems and Markovian jump systems (MJS) is proposed. MJS evolve by switching from one model to another according to a finite state Markov chain. In the proposed system the chaotic transmitter jumps from one chaotic map (model) to another while transmitting. This feature makes it difficult for someone to track the transmitter, i.e., to eavesdrop, without knowing the exact map parameters. It is assumed that the Markov chain transition matrix is known. The Interacting Multiple Model (IMM) estimator is used at the intended receiver to track the transmitter state. It is also shown that the proposed receiver framework can be used to eavesdrop an unknown chaotic transmitter with limited success. It is shown further that the IMM based receiver structure improves the chaotic parameter modulation receiver based on the extended Kalman filter.
Keywords :
Kalman filters; Markov processes; chaotic communication; modulation; telecommunication security; Markov chain transition matrix; Markovian jump systems; chaotic map; chaotic parameter modulation receiver; chaotic systems; chaotic transmitter; chaotic transmitter jumps; extended Kalman filter; finite state Markov chain; interacting multiple model estimator; secure communication; Chaos; Chaotic communication; Communication switching; Demodulation; Filters; Spread spectrum communication; State estimation; Switches; Target tracking; Transmitters;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244694