Fiber lasers can be widely used for their advantages such as excellent beam quality, high conversion efficiency, and high stability[
Chinese Optics Letters, Volume. 18, Issue 10, 101403(2020)
Efficient phase-locking of 60 fiber lasers by stochastic parallel gradient descent algorithm
Coherent beam combining of 60 fiber lasers by using the stochastic parallel gradient descent algorithm has been demonstrated. The functions of pinhole(s) on the power distributions in the far-field have been systematically simulated on both in-phase and out-of-phase modes. Only one photoelectric detector was used to detect the combined power in the far-field central lobe of the in-phase mode state. When the phase controller was in a closed loop, the contrast of the far-field intensity pattern was as high as ~97% with residual phase error of
Fiber lasers can be widely used for their advantages such as excellent beam quality, high conversion efficiency, and high stability[
In direct measurement methods, phase errors between channels are, respectively, measured, and then corresponding corrections are implemented. High control bandwidth can be obtained by direct phase measurement. However, complex phase detection systems are usually employed, such as photoelectric detector (PD) arrays or high-speed cameras for measuring phase errors[
As for indirect detection techniques, only one PD is used, and the power of the central lobe in the far-field is maximized by optimization algorithms such as the stochastic parallel gradient descent (SPGD) algorithm[
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In this Letter, we demonstrate the effective phase control ability of the indirect detection technique at a CBC system with 60 fiber lasers by using the SPGD algorithm. This optimal algorithm is relatively proven and has been utilized in CBC and compensation of atmosphere turbulence for quite a long time[
The experimental setup for the 60-channel active phase-locking CBC system is shown in Fig.
Figure 1.Experimental setup of the 60-channel active phase-locking CBC system. PM AMPs, polarization maintaining fiber amplifiers; PD, photoelectric detector.
To obtain beam array with high fill factor, a beam combiner was designed. In the beam combiner, 60 output fibers were tiled into a hexagonal array and followed by a lens array. This beam combiner can also be expanded to realize CBC of a larger number of fiber lasers. The diameter of each collimating lens was 23 mm, and the distance between the centers of two adjacent lenses was 25 mm. The designed fill factor of the lens array was 92%. Based on the technique of flexible hinges, the homemade collimators had the ability to adjust tilt and collimation of output beams manually[
The inset of Fig.
In our experiment, the calculated radius of the Airy disc of the combined beam in the far-field was ∼174 μm. We simulated the influence of the radius of a single pinhole on the power in the bucket (PIB) by using the SPGD algorithm, as shown in Fig.
Figure 2.Simulation results. (a) Influence of the pinhole radius on the PIB. (b) A typical far-field intensity pattern when the radius of the pinhole is larger than the radius of the Airy disc after CBC using the SPGD algorithm. (c) A typical far-field intensity pattern when the radius of the pinhole is smaller than the radius of the Airy disc after CBC using the SPGD algorithm.
It is notable that an out-of-phase mode in Fig.
Figure 3.(a) Shape of filter 1. (b) Shape of filter 2. (c) Equivalent filter. (d) An out-of-phase mode obtained in simulation within 2000 iterations.
Figure 4.Acquisition diagram of a ring-shaped out-of-phase mode.
Other out-of-phase modes can be obtained using the same strategy. Considering different topological properties of different out-of-phase modes, an additional filter is needed to balance the distribution of energy in the far-field. Filters and simulation results of other out-of-phase modes are shown in Fig.
Figure 5.Filters and simulation results of other out-of-phase modes within 1000 iterations.
However, limited by bandwidth of the SPGD algorithm, Eq. (
In this experiment, we aimed at obtaining an in-phase mode. A single circular pinhole with the radius of 50 μm was adopted in this experiment to obtain the cost function . We used a three-dimensional (3D) precision adjusting device to move the pinhole into the center of central lobe of the interference pattern in the far-field.
A photograph of the SPGD controller is given in Fig.
Figure 6.(a) Photograph of the SPGD controller. (b) Rear panel of the SPGD controller.
The power in the central lobe was converted to an electrical signal by single PD firstly. Then, the ADC received the electrical signal from the PD and sent it to the phase controller. After processing the input signal, the control circuit generated control signals and output them after being amplified through 60 DAC modules to maximize the power in the central lobe. With the main clock of 50 MHz, the control circuit can implement the SPGD algorithm with an iteration rate of . By using a touch screen, the parameters of the SPGD algorithm can be adjusted online. To obtain faster gradient descent and reduce calculation properly, the SPGD algorithm used in this Letter was bidirectionally disturbed, and the direction and step size of gradient renewal obeyed Bernoulli distribution.
Figure
Figure 7.Normalized cost function
The 40 s long exposure far-field intensity pattern is shown in Fig.
Figure 8.(a) Long-exposure far-field pattern of the 60 lasers in closed loop. (b) Theoretical far-field pattern of the beam array with ideal phases at the emission surface. (c) Experimental (in blue) and theoretical (in red) intensity profiles of a cross section in the far-field.
In addition, we calculated the fringe contrast to evaluate combining performance. The fringe contrast of the long-exposure far-field intensity pattern was ∼97%. The fringe contrast is defined by , where and are the maximum optical intensity and the adjacent minimum optical intensity in the intensity pattern.
In summary, a CBC experimental setup for 60 fiber lasers was built. A homemade phase controller based on FPGA was made, and the iteration rate of the SPGD algorithm was . Phase-locking of the 60 fiber lasers was realized. The contrast of the far-field intensity pattern of the combined beam was ∼97%, and ∼34.7% of the total emitted power was contained in the central lobe within a solid angle of . With the residual phase error , the power of central lobe was in the closed loop was ∼38 times that in the open loop. The system has the ability of scaling to a much larger number of fibers. Further developments will involve improving the optimization algorithm, and a higher speed phase controller for a larger number of active fibers phase controlled by the indirect detection technique.
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Hongxiang Chang, Jiachao Xi, Rongtao Su, Pengfei Ma, Yanxing Ma, Pu Zhou, "Efficient phase-locking of 60 fiber lasers by stochastic parallel gradient descent algorithm," Chin. Opt. Lett. 18, 101403 (2020)
Category: Lasers and Laser Optics
Received: May. 12, 2020
Accepted: Jun. 28, 2020
Posted: Jun. 29, 2020
Published Online: Sep. 3, 2020
The Author Email: Pu Zhou (zhoupu203@163.com)