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Isostables for Stochastic Oscillators
Alberto Pérez-Cervera1, Benjamin Lindner2, Peter J Thomas3
1National Research University Higher School of Economics, 109208 Moscow, Russia and Instituto de Matemática Interdisciplinar, Universidad Complutense de Madrid, 28040 Madrid, Spain.
Researchers defined a stochastic isostable coordinate for noisy oscillators, completing a phase-amplitude description. This framework aids understanding of stochastic limit cycle dynamics and noise-induced oscillations.
Area of Science:
- Physics
- Nonlinear Dynamics
- Stochastic Processes
Background:
- The asymptotic phase of stochastic oscillators was previously defined using the backward Kolmogorov operator.
- A complete phase-amplitude description for noisy oscillators is essential for understanding their dynamics.
Purpose of the Study:
- To define the stochastic isostable coordinate for noisy oscillators.
- To extend the phase-amplitude description of stochastic oscillators.
- To provide a framework for stochastic limit cycle dynamics.
Main Methods:
- Defining the stochastic isostable coordinate as a specific eigenfunction of the backward Kolmogorov operator.
- Utilizing complex eigenvalues with least negative nontrivial real parts.
Main Results:
- The stochastic isostable coordinate was successfully defined.
- This definition completes the phase-amplitude description for stochastic oscillators.
- The results suggest a framework encompassing noise-induced oscillations.
Conclusions:
- The stochastic isostable coordinate provides a new tool for analyzing noisy oscillators.
- This work advances the understanding of stochastic limit cycle dynamics.
- The framework may explain noise-induced oscillations in various systems.
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