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Oscillations, Waves, and Interactions - GWDG

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(a)<br />

U(∆ Φ)<br />

Complex dynamics of nonlinear systems 423<br />

∆ Φ<br />

Figure 13. (a) Potential U(∆φ) = −∆ω∆φ − ε cos(∆φ) of the Adler Eq. (19) for weak<br />

(|ε| < |∆ω|, blue curve) <strong>and</strong> strong coupling (|ε| > |∆ω|, red curve), where ∆φ(t) converges<br />

to local minima. (b) Stability region (Arnol’d tongue, shaded) where ∆φ(t) converges to<br />

some fixed value <strong>and</strong> both oscillators synchronise.<br />

5.1 Synchronisation of periodic oscillations<br />

Modern research on synchronisation began in the 1920s <strong>and</strong> again, it were technical<br />

systems (vacuum tube oscillators) where synchronisation phenomena were observed<br />

<strong>and</strong> investigated in detail by E. V. Appleton [61] <strong>and</strong> B. van der Pol [62] (based on<br />

previous work <strong>and</strong> a patent of W. H. Eccles <strong>and</strong> J. H.Vincent) [58]. R. Adler [63]<br />

showed in 1945 for a general pair of weakly coupled periodic oscillators that their<br />

phase difference ∆φ = φ1 − φ2 is governed by a differential equation<br />

d∆φ<br />

dt<br />

(b)<br />

ε<br />

∆ω<br />

= ∆ω − ε sin ∆ϕ , (19)<br />

where ∆ω = ω1 − ω2 denotes the (small) frequency mismatch between the freerunning<br />

oscillators (with individual frequencies ω1 <strong>and</strong> ω2) <strong>and</strong> ε is the (small) coupling<br />

strength. Stability analysis shows that ∆φ grows unbounded if the coupling is<br />

weak (|ε| < |∆ω|) but converges to a fixed value if the coupling exceeds some threshold<br />

(|ε| > |∆ω|). This dynamical behaviour can also be visualised as motion of a<br />

particle in a potential U(∆φ) = −∆ω∆φ − ε cos(∆φ) <strong>and</strong> results in a wedge-shaped<br />

stability region (Arnol’d tongue) in the (∆ω, ε)–parameter space where synchronisation<br />

(i. e., entrainment) occurs (see Fig. 13). The same synchronisation analysis<br />

holds for periodically driven systems.<br />

5.2 Phase synchronisation of chaotic oscillations<br />

In Adler’s equation both oscillators are described by their phases, an approximation<br />

that is valid for weakly coupled periodic systems [58]. However, synchronisation<br />

phenomena are not restricted to this class of dynamical systems but occur also for<br />

coupled or driven chaotic oscillators [64–68].<br />

As an example we investigated with Lutz Junge an analog circuit implementa-

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