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Deterministic stochastic resonance in a Rössler oscillator.
Kenichi Arai1, Shin Mizutani, Kazuyuki Yoshimura
1NTT Communication Science Laboratories, 2-4 Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0237, Japan.
Summary
Deterministic systems can exhibit stochastic resonance-like behavior. Weak signals can be synchronized with phase slips in a Rössler oscillator by optimizing chaotic fluctuations for enhanced signal detection.
Area of Science:
- Nonlinear Dynamics
- Chaos Theory
- Signal Processing
Background:
- Deterministic systems can display complex behaviors, including intermittent phase slips in periodically forced oscillators like the Rössler system.
- Stochastic resonance is a phenomenon where noise enhances signal detection, typically in nonlinear systems.
Purpose of the Study:
- To investigate stochastic resonance-like behavior in a deterministic Rössler oscillator.
- To demonstrate the synchronization of phase slips with weak external signals.
- To determine the conditions for optimal signal enhancement through chaotic fluctuations.
Main Methods:
- Numerical simulations of a periodically forced Rössler oscillator.
- Analysis of inter-slip intervals and signal-to-noise ratio.
- Derivation of phase slip rate based on boundary crisis and unstable-unstable pair bifurcation.
Main Results:
- Phase slips in the Rössler oscillator synchronize statistically with a weak modulating signal.
- Maximum synchronization is achieved at an optimal intensity of chaotic fluctuations.
- Stochastic resonance-like behavior is observed across various parameter choices.
- An optimal signal frequency for maximum resonance was identified.
- Derived phase slip rate and theoretical models align with numerical simulations.
- Weak signals mixed with noise can be maximally enhanced by adjusting chaotic fluctuations.
Conclusions:
- Deterministic systems can exhibit stochastic resonance-like phenomena, enhancing weak signal detection.
- Optimizing chaotic fluctuations is key to synchronizing phase slips and maximizing signal enhancement.
- The findings offer insights into signal processing in complex dynamical systems.