In an optical phased array (OPA) free space laser communication system, one of the main issues is to control the phase of each beam to acquire fast and stable phase-locking for phase consistency, in which the number of the elements in the array is of vital importance. In this paper, we studied the method on improving the performance of phase-locking about speed and stability of optical phased array with large number of elements. The performance of OPA with different number of emitting elements was analyzed with the simplified stochastic parallel gradient descent (SPGD) algorithm for closed-loop phase-locking. And the algorithm showed a poor performance when the elements of the array were in large amounts. An optimal algorithm, the distributed SPGD (DSPGD) algorithm, was proposed to improve the performance of the array, which revealed fast speed and stability in phase-locking of a large number of emitting elements of optical phased array, suggesting the algorithm is effective.
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