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Identifying and Anticipating the Threshold Bifurcation of a Complex Laser with Permutation Entropy
Juan Gancio1, Cristina Masoller1, Mathias Marconi2
1Universitat Politècnica de Catalunya, Departament de Fisica, Rambla Sant Nebridi 22, Terrassa 08222, Barcelona, Spain.
Permutation entropy (PE) quantifies signal complexity. This study demonstrates PE identifies laser threshold bifurcations by detecting increased temporal correlations, offering clearer threshold identification than autocorrelation.
Area of Science:
- Nonlinear dynamics
- Optical engineering
- Statistical physics
Background:
- Permutation entropy (PE) is a measure of signal complexity.
- Complex lasers exhibit mode competition near the lasing threshold.
- Identifying bifurcation points is crucial for understanding system dynamics.
Purpose of the Study:
- To investigate the efficacy of permutation entropy (PE) in identifying and anticipating the threshold bifurcation of a complex laser.
- To compare PE's performance with standard quantifiers like lag-1 autocorrelation.
Main Methods:
- Utilizing an experimental setup with a long cavity round-trip time relative to detection system resolution.
- High statistical sampling of laser intensity dynamics per round trip.
- Calculating permutation entropy (PE) and lag-1 autocorrelation for signals below and at the threshold.
Main Results:
- Permutation entropy (PE) shows a distinct decrease significantly below the lasing threshold.
- PE reaches a sharp minimum precisely at the threshold bifurcation point.
- This minimum in PE corresponds to an abrupt increase in temporal correlations.
- Compared to lag-1 autocorrelation, which gradually increases, PE exhibits a steeper decrease, highlighting nonlinear correlations.
Conclusions:
- Permutation entropy (PE) is a sensitive indicator for detecting threshold bifurcations in complex laser systems.
- The sharp decrease in PE effectively captures the emergence of nonlinear correlations at the bifurcation point.
- PE provides a clearer and more sensitive method for identifying the lasing threshold compared to traditional methods.
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