Nonlinear Dyn (2013) 71:279–290
DOI 10.1007/s11071-012-0660-3
ORIGINAL PAPER
Complete and generalized synchronization of chaos
and hyperchaos in a coupled first-order time-delayed system
Tanmoy Banerjee · Debabrata Biswas ·
B.C. Sarkar
Received: 25 September 2012 / Accepted: 24 October 2012 / Published online: 8 November 2012
© Springer Science+Business Media Dordrecht 2012
Abstract This paper explores the synchronization
scenario of coupled chaotic and hyperchaotic time de-
lay systems that are coupled through linear, dissipa-
tive and unidirectional coupling. For the present study,
we choose a prototype first-order nonlinear time delay
system, which is recently reported in Banerjee et al.
(Nonlinlinear. Dyn., doi:10.1007/s11071-012-0490-3,
2012); the system shows well-characterized chaotic
and hyperchaotic oscillations even for a small time
delay, and also, experimental implementation of the
system is easy. We show that, keeping all the system
design parameters the same for the two systems, if
the time delays associated with the two systems are
equal, then complete synchronization occurs beyond
a threshold coupling strength. On the contrary, above
a certain coupling strength, generalized synchroniza-
tion between two identical coupled systems occurs for
the unequal time delays. We derive an estimate of the
coupling strength and sufficient stability conditions for
all the synchronization processes using Krasovskii–
Lyapunov theory. We simulate the coupled system nu-
merically to support the analytical results. Also, we
implement the coupled system in an electronic cir-
cuit to verify all the synchronization phenomena. It
T. Banerjee ( ) · D. Biswas · B.C. Sarkar
Department of Physics, The University of Burdwan,
Burdwan 713104, West Bengal, India
e-mail: tanbanrs@yahoo.co.in
T. Banerjee
e-mail: tanban.buphys@gmail.com
is shown that the experimental results agree well with
our analytical and numerical results.
Keywords Delay dynamical system · Chaos
synchronization · Hyperchaos · Time delay electronic
circuit
1 Introduction
For the last two decades synchronization of chaos has
been an active area of research in various fields, in-
cluding physics, biology, mathematics, engineering,
etc. In a seminal paper Pecora and Carrol [2] have
first shown that two chaotic trajectories having dif-
ferent initial conditions can be synchronized. Since
then researchers around the world have been actively
engaged to explore different possible synchronization
scenario of the chaotic systems; the following variety
of synchronization schemes have been observed and
identified: Complete synchronization [2], Generalized
synchronization [3–5], Phase synchronization [6], Lag
synchronization [7, 8], Anticipatory synchronization
[9], Impulsive synchronization [10, 11], etc. Two ex-
cellent review papers [12, 13] describe the state of the
present status of synchronization of chaos.
In the initial years, emphasis has been on the syn-
chronization of low dimensional chaotic systems, i.e.,
chaotic systems having a single positive Lyapunov ex-
ponent (LE). Later on, synchronization of higher di-
mensional chaos (i.e. hyperchaos) [14], and chaotic