System identification using chaos with application to equalization of a chaotic modulation system

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications

Volumn 45, Issue 3, 1998, Pages 314-320

  Leung, Henry ^a  

^a DEFENCE RESEARCH AND DEVELOPMENT CANADA   (Canada)

Author keywords

Chaos; Communication; Equalization; Estimation; Spread spectrum; System identification

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; MODULATION; MONTE CARLO METHODS; SIGNAL PROCESSING; SPREAD SPECTRUM COMMUNICATION;

CHAOTIC MODULATION SYSTEM; CODE DIVISION MULTIPLE ACCESS SYSTEM; MINIMUM PHASE SPACE VOLUME TECHNIQUE; SPREAD SPECTRUM COMMUNICATION SYSTEM; SYSTEM IDENTIFICATION;

CHAOS THEORY;

EID: 0032025425     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/81.662721     Document Type: Article

References (24)

1. H. Leung and T. Lo, "Chaotic radar signal processing over the sea," IEEE]. Oceanic Eng., vol. 18, pp. 287-295, 1993.
2. G. Heidari-Bateni and C. D. McGillem, "A chaotic direct séquence spread spectrum communication system," IEEE Trans. Commun., vol. 42, pp. 1524-1527, 1994.
3. K. M. Cuomo, A. V. Oppenheim, and S. H. Strogatz, "Synchronization of Lorenz-based chaotic circuits with applications to communications," IEEE Trans. Circuits Syst. 11, vol. 40, pp. 626-632, 1993.
4. H. Leung, "Experimental modeling of electromagnetic wave scattering from an ocean surface based on chaotic theory," Chaos, Solutions and Fractals, vol. 2, pp. 25-43, 1992.
5. A. Kumar and S. K. Mullick, "Nonlinear dynamical analysis of speech," J. Acoust. Soc. Amer. vol. 100, pp. 615-629, 1996.
6. C. Tannous, R. Davies, and A. Angus, "Strange attractor in multipath propagation," IEEE Trans. Commun., vol. 39, pp. 629-631, 1991.
7. H. Leung, B. Quach, T. Lo, and J. Litva, "A chaotic neural beamformer for wireless communications," in IEEE Pacific RIM Conference on Communications, Computers and Signal Processing, Victoria, B.C., Canada, May 1995.
8. D. J. Christini and J. J. Collins, "Using chaos control and tracking to suppress a pathological nonchaotic rhythm in a cardiac model," Phys. Rev. E, vol. 53, pp. R49-R52, 1996.
9. G. P. Box and G. M. Jenkins, Time Series Analysis, Forecasting and Control. San Francisco, CA: Holden Day, 1976.
10. M. Marione, "Blind deconvolution in spread spectrum communications over nonminimum phase channels," in Proc. IEEE MILCOM Conf., 1994, pp. 463-467.
11. X. Huang and H. Leung, "Applying chaos to communication channel identification," in SPIE Proc. Chaos in Communications, vol. 2038, pp. 217-226, 1993.
12. X. Huang and H. Leung, "Narrowband interference cancellation in a chaotic CDMA system," in IEEE Pacific RIM Conf. on Communications, Computers and Signal Processing, Victoria, B.C., Canada, May 1995.
13. M. Gray, Entropy and Information Theory. New York: Springer-Verlag, 1990.
14. C. M. Caves, "Entropy and information: How much information needed to assign a probability?" in Complexity, Entropy and the Physics of Information, SFI Studies in the Sciences of Complexity, vol. VIII, W. H. Zurek, Ed. Reading, MA: Addison-Wesley, 1990.
15. H. Leung and X. Huang, "Parameter estimation in chaotic noise," IEEE Trans. Signal Processing, vol. 44, pp. 2456-2463, 1996.
16. S. M. Kay, Modern Spectral Estimation: Theory & Application. Englewood Cliffs, NJ: Prentice Hall, 1988.
17. S. I. Howard and K. Pahlavan, "Autoregressive modeling of wideband indoor radio propagation," IEEE Trans. Commun., vol. 40, pp. 1540-1552, 1992.
18. S. Haykin, Adaptive Filter Theory, 2nd ed. Englewood Cliffs, NJ: Prentice Hall, 1991.
19. H. G. Schuster, Deterministic Chaos: An Introduction, 2nd revised ed. Weinheim, Germany: VCH, 1988.
20. A. J. Viterbi, "The evolution of digital wireless technology from space exploration to personal communication services," IEEE Trans. Veh. Technol., vol. 43, pp. 638-643, 1994.
21. U. Parlitz and S. Ergezinger, "Robust communication based on chaotic spreading sequences," Phys. Lett. A, vol. 188, pp. 146-150, 1994.
22. J. B. Kadtke and J. S. Brush, "Adaptive methods for chaotic communication systems," in SPIE Conf. on Chaos in Communications, 1993, vol. 2038, pp. 182-193.
23. H. Leung and J. Lam, "Design of demodulator for the chaotic modulation communication system," IEEE Trans. Circuit Syst. I, vol. 44, pp. 262-267, 1997.
24. J. M. H. Elmirghani and R. A. Cryan, "New chaotic based communication technique with multiuser provision," Electron. Lett., vol. 30, no. 15, pp. 1206-1207, 1994.