An array of semiconductor laser diodes is coupled through a shared feedback cavity;…

PHYSICS · Subjective · Fermi University Physics · Thermal, Statistical & Complex Systems · Complex and collective systems · Complex and collective systems

Many Parts, One Behaviour, Ch Synchronisation, cascades and the resilience of networks

Problem

An array of N=300N=300 semiconductor laser diodes is coupled through a shared feedback cavity; assume the cavity mixes every diode's optical phase equally with every other diode's, so the array is well described as an all-to-all Kuramoto model θ˙i=ωi+KN∑j=1Nsin⁡(θj−θi)\dot\theta_i=\omega_i+\dfrac{K}{N}\sum_{j=1}^N\sin(\theta_j-\theta_i) with coupling KK (units rad ns−1\mathrm{rad\,ns^{-1}}). The diodes' frequency detunings ωi\omega_i from the array's mean lasing frequency are independently drawn from a Gaussian density of standard deviation σ=0.50 rad ns−1\sigma=0.50\ \mathrm{rad\,ns^{-1}}. (a) Rewrite the coupling sum for diode ii in terms of the complex order parameter reiψ=N−1∑jeiθjre^{i\psi}=N^{-1}\sum_j e^{i\theta_j}, showing that each diode's equation of motion reduces to θ˙i=ωi+Krsin⁡(ψ−θi)\dot\theta_i=\omega_i+Kr\sin(\psi-\theta_i). (b) Compute the synchronisation threshold KcK_{\rm c} for this Gaussian detuning distribution. (c) So close to threshold, a simulation of only 300300 diodes scatters by about ±0.14\pm0.14 in rr from one draw of frequencies to the next, too much to read a growth law from. Solving the self-consistency equation numerically for this Gaussian (the N→∞N\to\infty limit) gives instead r=0.287r=0.287 at K=0.82 rad ns−1K=0.82\ \mathrm{rad\,ns^{-1}}, r=0.425r=0.425 at K=0.85 rad ns−1K=0.85\ \mathrm{rad\,ns^{-1}} and r=0.516r=0.516 at K=0.88 rad ns−1K=0.88\ \mathrm{rad\,ns^{-1}}. Using the two most widely separated couplings, estimate the exponent of the growth of rr just past threshold and compare it with the value expected for a smooth frequency density with a rounded peak.

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