Title :
A novel channel equalizer for chaotic digital communications systems
Author :
Ciftci, M. ; Williams, Douglas B.
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
A variety of communications systems based on chaos and nonlinear dynamics have previously been proposed. However, most of these algorithms fail to work under realistic channel conditions. This paper presents a channel equalization scheme for chaotic communication systems based on a family of archetypal chaotic maps. The symbolic-dynamic representation of these maps is exploited to allow a straightforward and efficient implementation. Equalizer filter coefficients are updated using appropriately modified versions of decision-directed and decision-feedback equalization algorithms with adaptation based on the NLMS algorithm
Keywords :
FIR filters; chaos; decision feedback equalisers; digital communication; channel equalizer; chaotic digital communications systems; chaotic maps; decision-directed equalization algorithms; decision-feedback equalization algorithms; equalizer filter coefficients; realistic channel conditions; symbolic-dynamic representation; AWGN; Chaotic communication; Demodulation; Digital communication; Digital modulation; Equalizers; Image processing; Nonlinear distortion; Signal processing; Signal processing algorithms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.756218