Cluster synchronization in mutually-coupled semiconductor laser networks with different topologies

Abstract The cluster synchronization properties of 12 different networks that consist of five semiconductor lasers (SLs) are systematically investigated through theoretical analysis and numerical simulation. The emergence of clusters in different networks is analytically predicted, and then numerically proved in SL networks. The synchronization properties between each pair of SL nodes in a network are quantified by the zero-lag cross-correlation coefficient of laser intensities. The impacts of injection strength and bias current on the synchronization quality are investigated, the robustness of clusters against noise is also considered. All the expected clusters are successfully obtained in the simulation and are robust to noise. However, for some networks, different clusters may also emerge with the variation of parameters. In addition, for most networks considered in this paper, the small difference in topologies can bring about tremendous change in synchronized clusters or the synchronization properties of clusters, but for other networks no obvious change can be observed. Moreover, the synchronization properties between nodes from different clusters are also considered. The numerical results not only validate the availability of the adopted analytical method, but also shed some light on possible applications of synchronization control or tolerance of connection failure within networks of SLs.

[1]  I Kanter,et al.  Zero lag synchronization of chaotic systems with time delayed couplings. , 2010, Physical review letters.

[2]  Raul Vicente,et al.  Zero-lag long-range synchronization via dynamical relaying. , 2006, Physical review letters.

[3]  Eckehard Schöll,et al.  Control of synchronization patterns in neural-like Boolean networks. , 2012, Physical review letters.

[4]  Voss,et al.  Anticipating chaotic synchronization , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[5]  Junji Ohtsubo,et al.  Synchronization of Chaotic Oscillations in Mutually Coupled Semiconductor Lasers , 2001 .

[6]  Lei Yang,et al.  Properties of leader-laggard chaos synchronization in mutually coupled external-cavity semiconductor lasers. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Wei Pan,et al.  Cluster synchronization in symmetric VCSELs networks with variable-polarization optical feedback. , 2018, Optics express.

[8]  Leader-laggard relationship of chaos synchronization in mutually coupled vertical-cavity surface-emitting lasers with time delay. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[9]  E. M. Shahverdiev,et al.  Experimental demonstration of anticipating synchronization in chaotic semiconductor lasers with optical feedback. , 2001, Physical review letters.

[10]  V Flunkert,et al.  Mismatch and synchronization: influence of asymmetries in systems of two delay-coupled lasers. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  Philipp Hövel,et al.  Functional connectivity of distant cortical regions: Role of remote synchronization and symmetry in interactions , 2014, NeuroImage.

[12]  Jürgen Kurths,et al.  Phase synchronization dynamics of coupled neurons with coupling phase in the electromagnetic field , 2018 .

[13]  Shuiying Xiang,et al.  Zero-lag intensity correlation properties in small ring laser network with heterogeneous delays , 2018 .

[14]  Carroll,et al.  Synchronization in chaotic systems. , 1990, Physical review letters.

[15]  C. Masoller Anticipation in the synchronization of chaotic semiconductor lasers with optical feedback. , 2001, Physical review letters.

[16]  Louis Pecora,et al.  Symmetry- and input-cluster synchronization in networks. , 2018, Physical review. E.

[17]  Eckehard Schöll,et al.  Experimental observations of group synchrony in a system of chaotic optoelectronic oscillators. , 2013, Physical review letters.

[18]  M. C. Soriano,et al.  Complex photonics: Dynamics and applications of delay-coupled semiconductors lasers , 2013 .

[19]  Mauricio Barahona,et al.  Graph partitions and cluster synchronization in networks of oscillators , 2016, Chaos.

[20]  Francesco Sorrentino,et al.  Cluster synchronization and isolated desynchronization in complex networks with symmetries , 2013, Nature Communications.

[21]  Wei Pan,et al.  Fully digital programmable optical frequency comb generation and application. , 2018, Optics letters.

[22]  Olaf Sporns,et al.  Mechanisms of Zero-Lag Synchronization in Cortical Motifs , 2013, PLoS Comput. Biol..

[23]  C. Mirasso,et al.  Chaos synchronization and spontaneous symmetry-breaking in symmetrically delay-coupled semiconductor lasers. , 2001, Physical review letters.

[24]  Jurgen Kurths,et al.  Synchronization in complex networks , 2008, 0805.2976.

[25]  Vito Latora,et al.  Remote synchronization reveals network symmetries and functional modules. , 2012, Physical review letters.

[26]  Laurent Larger,et al.  Laser chimeras as a paradigm for multistable patterns in complex systems , 2014, Nature Communications.

[27]  J. Ohtsubo,et al.  Synchrony of small nonlinear networks in chaotic semiconductor lasers , 2015 .

[28]  J Ohtsubo,et al.  Experimental synchronization of chaotic oscillations in external-cavity semiconductor lasers. , 2000, Optics letters.

[29]  Ido Kanter,et al.  Synchronized cluster formation in coupled laser networks. , 2011, Physical review letters.

[30]  J. Danckaert,et al.  Synchronization properties of network motifs: influence of coupling delay and symmetry. , 2008, Chaos.

[31]  Ido Kanter,et al.  Controlling synchronization in large laser networks. , 2012, Physical review letters.

[32]  Francesco Sorrentino,et al.  Complete characterization of the stability of cluster synchronization in complex dynamical networks , 2015, Science Advances.

[33]  R. Spigler,et al.  The Kuramoto model: A simple paradigm for synchronization phenomena , 2005 .

[34]  Xiao-Dong Lin,et al.  Isochronous Synchronization Between Chaotic Semiconductor Lasers Over 40-km Fiber Links , 2011, IEEE Photonics Technology Letters.

[35]  Wei Pan,et al.  Synchronization Regime of Star-Type Laser Network With Heterogeneous Coupling Delays , 2016, IEEE Photonics Technology Letters.

[36]  Joseph D. Hart,et al.  Experimental observation of chimera and cluster states in a minimal globally coupled network. , 2015, Chaos.

[37]  Philipp Hövel,et al.  Controlling cluster synchronization by adapting the topology. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[38]  Eckehard Schöll,et al.  Cluster and group synchronization in delay-coupled networks. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[39]  Ge Yu,et al.  Microwave Photonics for Featured Applications in High-Speed Railways: Communications, Detection, and Sensing , 2018, Journal of Lightwave Technology.

[40]  Wolfgang Kinzel,et al.  Sublattice synchronization of chaotic networks with delayed couplings. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[41]  Adilson E Motter,et al.  Incoherence-Mediated Remote Synchronization. , 2017, Physical review letters.

[42]  Junji Ohtsubo,et al.  Semiconductor Lasers : Stability , Instability and Chaos , 2013 .

[43]  W. Kinzel,et al.  Nonlocal mechanism for cluster synchronization in neural circuits , 2011, 1103.3634.

[44]  Wolfgang Kinzel,et al.  Zero-lag synchronization of chaotic units with time-delayed couplings , 2009 .