Title :
A chaotic secure communication scheme with extended Kalman filter based parameter estimation
Author :
Huawei Ruan ; Zhai, Tongyan ; Yaz, Edwin Engin
Author_Institution :
Dept. of Electr. & Comput. Eng., Marquette Univ., Milwaukee, WI, USA
Abstract :
A novel chaotic digital communication scheme is presented. The noise-like signals generated by chaotic systems with different parameters are used to represent the binary digital signals on the transmitter side in secure digital communication systems. On the receiver side, the digital message is recovered by employing an Extended Kalman Filter-based parameter estimator. This scheme provides a methodology of chaotic spread spectrum communication. One major advantage of the proposed chaotic communication scheme is that the receiver does not need the knowledge of the initial condition of the chaotic system state used in modulation and the signals transmitted through the channel is broadband and noise-like. Single and double bit implementations of this scheme are discussed. The single-bit scheme is compared to an earlier proposed one. The Bit Error Rate performances under different ambient noise levels are evaluated to demonstrate the feasibility of this scheme.
Keywords :
Kalman filters; chaotic communication; digital communication; digital signals; modulation; parameter estimation; telecommunication security; ambient noise levels; binary digital signals; bit error rate; broadband signals; chaotic spread spectrum communication; chaotic system condition; extended Kalman filter; parameter estimation; receiver; secure digital communication; transmitter; Bit error rate; Chaotic communication; Digital communication; Digital filters; Kalman filters; Noise generators; Parameter estimation; Signal generators; Spread spectrum communication; Transmitters;
Conference_Titel :
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN :
0-7803-7729-X
DOI :
10.1109/CCA.2003.1223423