Title :
Design of Chaos-Based Communication System with Use of the Derivative-Free Nonlinear Kalman Filter
Author :
Rigatos, Gerasimos G.
Author_Institution :
Unit of Ind. Autom., Ind. Syst. Inst., Rion Patras, Greece
Abstract :
A chaos-based communication system is designed in which extraction of the information signal at the receiver is performed with the use of a nonlinear filtering method of improved efficiency (Derivative-free nonlinear Kalman Filter). In the transmitter´s side the source of information undergoes modulation (encryption) using as carrier a chaotic signal generated by the Duffing oscillator. The modulated signal is transmitted through a communication channel and at the receiver´s side demodulation takes place, by exploiting the estimation provided for the state vector of the chaotic oscillator by the Derivative-free nonlinear Kalman Filter. The proposed filtering method has improved performance over the Extended Kalman Filter and reduces significantly transmission errors.
Keywords :
Kalman filters; chaotic communication; demodulation; nonlinear filters; oscillators; receivers; telecommunication channels; transmitters; Duffing oscillator; chaos-based communication system design; chaotic oscillator; communication channel; demodulation; derivative-free nonlinear Kalman filter; encryption; information signal extraction; modulation; nonlinear filtering method; receiver; transmitter; Chaotic communication; Estimation; Kalman filters; Modulation; Oscillators; Receivers; Derivative-free nonlinear Kalman Filter; chaotic communication system; chaotic oscillators; differential flatness theory; synchronization;
Conference_Titel :
Machine Learning and Applications (ICMLA), 2013 12th International Conference on
Conference_Location :
Miami, FL
DOI :
10.1109/ICMLA.2013.98