CHUA'S CIRCUIT: A Paradigm for CHAOS. edited by. Rabinder IM. Madan Office of Naval Research Electronics Division Arlington, USA

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& WORLD SCIENTIFIC SERIES ON p «_, _... NONLINEAR SCIENCC % senes B vol. 1 Series Editor: Leon O. Chua CHUA'S CIRCUIT: A Paradigm for CHAOS edited by Rabinder IM. Madan Office of Naval Research Electronics Division Arlington, USA ll * World Scientific wl Singapore New Jersey London Hong Kong

CONTENTS Preface v Gallery of Attractors from Chua's Oscillator xv 1. PROLOGUE Strange attractors and dynarnical modeis 3 L. P. Shil'nikov A CMOS monolithic Chua's circuit 13 M. Delgado-Resiituio and A. Rodriguez-Vdzquez Dynamics of the Lorenz equation and Chua's equation: A tutorial 25 Lj. Kocarev and T. Roska 2. BIFURCATION PHENOMENA Introduction to experimental chaos using Chua's circuit 59 R. N. Madan and C. W. Wu The theory of confinors in Chua's circuit: Accurate analysis of bifurcations and attractors 90 R. Lozi and S. Ushiki Experimental Observation of antimonotonicity in Chua's circuit 137 Lj. Kocarev, K. S. Halle, K. Eckert, and L. O. Chua On periodic orbits and homoclinic bifurcations in Chua's circuit with a smooth nonlinearity 145 A. I. Khibnik, D. Roose, and L. 0. Chua Chua's oscillator: A zoo of attractors 179 P. Deregel Characterisation of chaos in Chua's oscillator in terms of unstable periodic orbits 230 M. J. Ogorzalek and Z. Galias Boundary surfaces and basin bifurcations in Chua's circuit 249 L. Pivka and V. Spdny 3. RESONANCE, SYNCHRONIZATION, AND WAVES Stochastic resonance in Chua's circuit 281 V. S. Anishchenko, M. A. Safonova, and L. 0. Chua ix

x Contents Signal amplification via chaos: Experimental evidence 290 K. S. Halle, L. O. Chua, V. S. Anishchenko, and M. A. Safonova Chaos synchronization in Chua's circuit 309 L. 0. Chua, M. Itoh, Lj. Kocarev, and K. Eckert On chaotic synchronization in a linear array of Chua's circuits 325 V. N. Belykh, N. N. Verichev, Lj. Kocarev, and L. 0. Chua Traveling wave front and its failure in a one-dimensional array of Chua's circuit 336 V. Perez-Munuzuri, V. Perez-Villar, and L. 0. Chua Spatial disorder and wave fronts in a chain of coupled Chua's circuits 351 V. I. Nekorkin and L. 0. Chua 4. APPLICATIONS OF CHUA'S CIRCUIT Experimental demonstration of secure Communications via chaotic synchronization 371 Lj. Kocarev, K. S. Halle, K. Eckert, L. 0. Chua, and U. Parlitz Spread spectrum communication through modulation of chaos in Chua's circuit 379 K. S. Halle, C. W. Wu, M. Höh, and L. O. Chua Transmission of digital signals by chaotic synchronization 395 U. Parlitz, L. O. Chua, Lj. Kocarev, K. S. Halle, and A. Shang Bifurcation analysis of Chua's circuit with applications for low-level visual sensing 404 E. J. Altman Sound and music from Chua's circuit 434 X. Rodet 5. CONTROLLING CHAOS Controlling chaos in Chua's circuit 449 G. A. Johnson, T. E. Tigner, and E. R. Hunt Maintaining stability in Chua's circuit driven into regions of oscillation and chaos 458 G. A. Johnson and E. R. Hunt Controlling of chaos in the driven Chua's circuit 463 K. Murali and M. Lakshmanan Targeting unstable stationary states of Chua's circuit 476 T. Kapitaniak

Contents xi Controlling Chua's circuit 481 G. Chen and X. Dong Control of Chua's circuit 492 T. T. Hartley and F. Mossayebi Distortion control of chaotic Systems: The Chua's circuit 514 R. Genesio and A. Tesi A unified method of control and synchronization of chaos 535 Lj. Kocarev, Ä. Shang, and L. O. Chua 6. ONE-DIMENSIONAL POINCARE MAPS FROM CHUA'S CIRCUIT Applications of 1-D map from Chua's circuit: A pictorial guide 545 M. Genot Experimental analysis of 1-D maps from Chua's circuit 580 N. F. Rul'kov and A. R. Volkovskii Two-parameter study of transition to chaos in Chua's circuit: Renormalization group, universality and scaling 591 A. P. Kuznetsov, S. P. Kuznetsov, I. R. Sataev, and L. 0. Chua Chua's circuit with a discontinuous nonlinearity 622 A. I. Mahla and A. G. Badan Palliares From the Chua circuit to the generalized Chua map 629 R. Brown Unimodal interval maps obtained from the modified Chua equations 651 M. Misiurewicz 7. STRANGE ATTRACTORS The double hook attractor in Chua's circuit: Some analytical results 671 C. P. Silva Chua's circuit as a slow-fast autonomous dynamical System 711 B. Rosseiio Global stability and instability of canonical Chua's circuits 725 G. A. Leonov, D. V. Ponomarenko, V. B. Smirnova, and L. 0. Chua A new type of stränge attractor related to the Chua's circuit 740 V. N. Belykh and L. 0. Chua Enigma of the double-scroll Chua's attractor 754 V. S. Afraimovich and L. 0. Chua

xii Contents 8. PIECEWISE-LINEAR ANALYSIS Digital signal processor-based investigation of Chua's circuit family 769 M. P. Kennedy, C. W. Wu, S. Pau, and J. Tow Piecewise-linear analysis for Chua's circuit family, including the computation of Lyapunov exponents 793 M. Biey, S. Chialina, M. Hasler, and A. Premoli Modelling and Simulation of Chua's circuit 805 E. Lindberg Maximum dynamic ränge of bifurcations of Chua's circuit 821 A. A. A. Nasser, E. E. Hosny, and M. I. Sobhy The effects of symmetry breaking in Chua's circuit and related piecewise-linear dynamical Systems 832 C. Kahlert Transformations of circuits belonging to Chua's circuit family into nonlinear feedback loops made of passive RC-filter and active memoryless nonlinearity 860 F. Böhme and W. Schwarz 9. TIME SERIES ANALYSIS Chaos-chaos intermittency and 1/f noise in Chua's circuit 879 V. S. Anishchenko, A. B. Neiman, and L. 0. Chua Bispectral analysis of Chua's circuit 892 S. Elgar and M. P. Kennedy Reconstructing the dynamics of Chua's circuit 908 J. Glover and A. Mees Lyapunov exponents from Chua's circuit 922 U. Parlitz 10. GENERALIZATIONS OF CHUA'S CIRCUITc An autonomous chaotic cellular neural network and Chua's circuit 941 F. Zou and J. A. Nossek Chaotic cellular neural networks made of Chua's circuits 952 C. Güzelis Dynamics of Chua's circuit in a Banach space 962 C. M. Bläzquez and E. Tuma High-frequency oscillations from Chua's circuit 976 K. A. Lukin

Contents xiii Cycles of chaotic intervals in a time-delayed Chua's circuit 993 Yu. L. Maisirenko, V. L. Maisirenko, and L. 0. Chua Dry turbulence from a time-delayed Chua's circuit 1018 A. N. Sharkovsky, Yu. Maisirenko, P. Deregel, and L. O. Chua Adventures in Bifurcations and Chaos 1042