Abstract
In chapter 2, the underlying characteristic of chaos, such as their high sensitivity to parameter and initial condition perturbations, the random like nature and the broadband spectrum, were outlined. Due to these characteristics it was originally thought that chaotic systems could not be synchronized and thus could not be used as part of the coherent communication systems, where synchronization is an integral part of operation. However, this was not the case and in this and the next two chapters, synchronization of chaotic systems is investigated. In this chapter, the basic concepts of chaotic synchronization are outlined. Its characteristics are examined in terms of the conditional Lyapunov exponents and Lyapunov’s direct method. Lyapunov’s direct method is then used to develop a general approach in the design of synchronous chaotic systems.
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References
Yamada, T., Fujisaka, H.: Stability Theory of Synchronized Motion in Coupled-Oscillator Systems. II. Progress of Theoretical Physics 70(5), 1240–1248 (1983)
Afraimovich, V.S., Verichev, N.N., Rabinovich, M.I.: Stochastic synchronization of oscillations in dissipative systems. Izvestija Vuzov, Radiofizika 29, 795–803 (1986)
Pecora, L.M., Carroll, T.L.: Synchronization in chaotic systems. Physical Review Letters 64(8), 821–824 (1990)
Pecora, L.M., Carroll, T.L.: Driving systems with chaotic signals. Physical Review A 44(4), 2374–2383 (1991)
Carroll, T.L., Pecora, L.M.: Synchronizing chaotic circuits. IEEE Transactions on Circuits and Systems 38(4), 453–456 (1991)
Carroll, T.L., Pecora, L.M.: A circuit for studying the synchronization of chaotic systems. International Journal of Bifurcation and Chaos 2(3), 659–667 (1992)
He, R., Vaidya, P.G.: Analysis and synthesis of synchronous periodic and chaotic systems. Physical Review A 46(12), 7387–7392 (1992)
Murali, K., Lakshmanan, M.: Transmission of signals by synchronization in a chaotic Van der Pol-Duffing oscillator. Physical Review E, Rapid Communications 48(3), R1624–R1626 (1993)
Murali, K., Lakshmanan, M.: Synchronizing chaos in driven Chua’s circuit. International Journal of Bifurcation and Chaos 3(4), 1057–1066 (1993)
Wu, C.W., Chua, L.O.: A unified framework for synchronization and control of dynamical systems. International Journal of Bifurcation and Chaos 4(4), 979–998 (1994)
Chua, L.O., Itoh, M., Kocarev, L., Eckert, K.: Chaos synchronization in Chua’s circuit. Journal of Circuits, Systems and Computers 3(1), 93–108 (1993)
Suykens, J.A.K., Curran, P.F., Chua, L.O.: Master-slave synchronization using dynamic output feedback. International Journal of Bifurcation and Chaos [in Applied Sciences and Engineering] 7(3), 671–679 (1997)
Suykens, J.A.K., Vandewalle, J.: Master-slave synchronization of Lur’e systems. International Journal of Bifurcation and Chaos [in Applied Sciences and Engineering] 7(3), 665–669 (1997)
Ott, E., Grebogi, C., York, J.A.: Controlling chaos. Physical Review Letters 64(11), 1196–1199 (1990)
Lai, Y.C., Grebogi, C.: Synchronization of chaotic trajectories using control. Physical Review E 47(4), 2357–2360 (1993)
John, J.K., Amritkar, R.E.: Synchronization of unstable orbits using adaptive control. Physical Review E 49(6), 4843–4848 (1994)
Pyragas, K.: Continuous control of chaos by self-controlling feedback. Physics Letters A 170(6), 421–428 (1992)
González-Miranda, J.M.: Generalized synchronization in directionally coupled systems with identical individual dynamics. Physical Review E 65(4), 047202-1–047202-4 (2002)
González-Miranda, J.M.: Synchronization and Control of Chaos, pp. 108–196. Imperial College Press, London (2004)
Mosekilde, E., Maistrenko, Y., Postnov, D.: Chaotic Synchronization Applications to Living Systems, p. 177. World Scientific Publishing Co. Pte. Ltd., New Jersey (2002)
Ott, E.: Chaos in Dynamical Systems Second Edition, pp. 399–401. Cambridge University Press, Cambridge (2002)
Manrubia, S.C., Mikhailov, A.S., Zanette, D.H.: Emergence of Dynamical Order: Synchronization Phenomena in Complex Systems. World Scientific Lecture Notes in Complex Systems, pp. 109–234. World Scientific Publishing Co. Pte. Ltd., Singapore (2004)
Kiss, I.Z., Hudson, J.L.: Chaotic cluster itinerancy and hierarchical cluster trees in electrochemical experiments. Chaos 13(3), 999–1009 (2003)
Stavroulakis, P.: Introduction. In: Stavroulakis, P. (ed.) Chaos Applications in Telecommunications, pp. 1–12. CRC Press LLC, Boca Raton (2006)
Kennedy, M.P., Kolumban, G., Jako, Z.: Chaotic Modulation Schemes. In: Kennedy, M.P., Rovatti, R., Setti, G. (eds.) Chaotic Electronics in Telecommunications, pp. 163–175. CRC Press LLC, Boca Raton (2000)
Chen, G., Dong, X.: From chaos to order: Methodologies, Perspectives and Applications, pp. 598–614. World Scientific Publishing Co. Pte. Ltd., Singapore (1998)
Lau, F.C.M., Tse, C.K.: Chaos-Based Digital Communication Systems, ch. 1, pp. 1–20. Springer, Berlin (2004)
Kolumban, G., Kennedy, M.P.: Correlator-Based Chaotic Communications: Attainable Noise and Multipath Performance. In: Chen, G., Ueta, T. (eds.) Chaos in Circuits and Systems, pp. 443–485. World Scientific Publishing Co. Pte. Ltd., New Jersey (2002)
Kennedy, M.P., Kolumban, G.: Digital Communications Using Chaos. In: Chen, G. (ed.) Controlling Chaos and Bifurcations in Engineering Systems, pp. 477–500. CRC Press LLC, Boca Raton (1999)
Wu, C.W.: Synchronization in coupled chaotic circuits and systems, pp. 13–33. World Scientific Publishing Co. Pte. Ltd., New Jersey (2002)
Setti, G., Rovatti, R., Mazzini, G.: Control of Chaos Statistics for Optimization of DS-CDMA Systems. In: Chen, G., Yu, X. (eds.) Chaos Control Theory and Applications, pp. 295–319. Springer, Berlin (2003)
Oppenheim, A.V., Wornell, G.W., Isabelle, S.H., Cuomo, K.M.: Signal processing in the context of chaotic signals. In: Proceedings IEEE ICASSP, pp. 117–120 (1992)
Kocarev, L., Halle, K.S., Eckert, K., Chua, L.O., Parlitz, U.: Experimental demonstration of secure communications via chaotic synchronization. International Journal of Bifurcation and Chaos 2(3), 709–713 (1992)
Parlitz, U., Chua, L.O., Kocarev, L., Hale, K.S., Shang, A.: Transmission of digital signals by chaotic synchronization. International Journal of Bifurcation and Chaos 2(4), 973–977 (1992)
Cuomo, K.M., Oppenheim, A.V.: Circuit Implementation of Synchronized Chaos with Applications to Communications. Physical Review Letters 71(1), 65–68 (1993)
Cuomo, K.M., Oppenheim, A.V., Strogatz, S.H.: Synchronization of Lorenz-Based Chaotic Circuits with Applications to Communications. IEEE Transactions on Circuits and Systems – II. Analog and Digital Signal Processing 40(10), 626–633 (1993)
Jovic, B., Berber, S., Unsworth, C.P.: A novel mathematical analysis for predicting master – slave synchronization for the simplest quadratic chaotic flow and Ueda chaotic system with application to communications. Physica D 213(1), 31–50 (2006)
Wu, C.W., Chua, L.O.: A simple way to synchronize chaotic systems with applications to secure communication systems. International Journal of Bifurcation and Chaos 3(6), 1619–1627 (1993)
Lu, J., Wu, X., Lü, J.: Synchronization of a unified chaotic system and the application in secure communication. Physics Letters A 305(6), 365–370 (2002)
Rouche, N., Habets, P., Laloy, M.: Stability Theory by Liapunov’s Direct Method, pp. 30–31. Springer, Heidelberg (1977)
Skowronski, J.M.: Nonlinear Liapunov Dynamics, p. 192. World Scientific, Singapore (1990)
Sprott, J.C.: Chaos and Time-Series Analysis, pp. 230–440. Oxford University Press, Oxford (2003)
Bacciotti, A., Rosier, L.: Liapunov Functions and Stability in Control Theory, pp. 28–29. Springer, London (2001)
Feki, M.: An adaptive chaos synchronization scheme applied to secure communication. Chaos, Solitons and Fractals 18(1), 141–148 (2003)
Kocarev, L., Halle, K.S., Eckert, K., Chua, L.O., Parlitz, U.: “Applications of Chua’s Circuit”. In: Madan, R.N. (ed.) Chua’s Circuit: A Paradigm for Chaos, pp. 371–403. World Scientific Publishing Co. Pte. Ltd., Singapore (1993)
Park, J.H.: Chaos synchronization of a chaotic system via nonlinear control. Chaos, Solitons and Fractals 25(3), 579–584 (2005)
Leipnik, R.B., Newton, T.A.: Double strange attractors in rigid body motion with linear feedback control. Physics Letters 86A(2), 63–67 (1981)
Rabinovich, M.I., Fabrikant, A.L.: Stochastic self-modulation of waves in non equilibrium media. Soviet Physics JETP 50, 311–317 (1979)
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Jovic, B. (2011). Chaotic Synchronization, Conditional Lyapunov Exponents and Lyapunov’s Direct Method. In: Synchronization Techniques for Chaotic Communication Systems. Signals and Communication Technology. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21849-1_3
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DOI: https://doi.org/10.1007/978-3-642-21849-1_3
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