Lan Boon Leong, Masoller Cristina
Electrical and Computer Systems Engineering, School of Engineering, Monash University, 47500 Bandar Sunway, Malaysia.
Departament de Fisica, Universitat Politecnica de Catalunya, Colom 11, Terrassa 08222, Barcelona, Spain.
PLoS One. 2016 Feb 22;11(2):e0150027. doi: 10.1371/journal.pone.0150027. eCollection 2016.
Although heavy-tailed fluctuations are ubiquitous in complex systems, a good understanding of the mechanisms that generate them is still lacking. Optical complex systems are ideal candidates for investigating heavy-tailed fluctuations, as they allow recording large datasets under controllable experimental conditions. A dynamical regime that has attracted a lot of attention over the years is the so-called low-frequency fluctuations (LFFs) of semiconductor lasers with optical feedback. In this regime, the laser output intensity is characterized by abrupt and apparently random dropouts. The statistical analysis of the inter-dropout-intervals (IDIs) has provided many useful insights into the underlying dynamics. However, the presence of large temporal fluctuations in the IDI sequence has not yet been investigated. Here, by applying fluctuation analysis we show that the experimental distribution of IDI fluctuations is heavy-tailed, and specifically, is well-modeled by a non-Gaussian stable distribution. We find a good qualitative agreement with simulations of the Lang-Kobayashi model. Moreover, we uncover a transition from a less-heavy-tailed state at low pump current to a more-heavy-tailed state at higher pump current. Our results indicate that fluctuation analysis can be a useful tool for investigating the output signals of complex optical systems; it can be used for detecting underlying regime shifts, for model validation and parameter estimation.
尽管重尾波动在复杂系统中普遍存在,但对产生这些波动的机制仍缺乏深入理解。光学复杂系统是研究重尾波动的理想候选对象,因为它们能够在可控的实验条件下记录大量数据集。多年来备受关注的一种动力学状态是具有光反馈的半导体激光器的所谓低频波动(LFFs)。在这种状态下,激光输出强度的特征是突然出现且明显随机的下降。对下降间隔时间(IDIs)的统计分析为潜在动力学提供了许多有用的见解。然而,IDI序列中存在的大时间波动尚未得到研究。在这里,通过应用波动分析,我们表明IDI波动的实验分布是重尾的,具体而言,由非高斯稳定分布能很好地建模。我们发现与朗 - 小林模型的模拟结果在定性上有很好的一致性。此外,我们发现了从低泵浦电流下重尾程度较小的状态到高泵浦电流下重尾程度更大的状态的转变。我们的结果表明,波动分析可以成为研究复杂光学系统输出信号的有用工具;它可用于检测潜在的状态转变、模型验证和参数估计。