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A New Simplex Method Based Strategy for Automatic Multiple DOF Laser-Fiber Packaging Alignment

机译:一种新的基于单纯形法的多自由度激光光纤包装自动对准策略

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This paper focused on a fine alignment process for automatic multiple degree-of-freedom (DOF) laser-fiber packaging. Among the alignment algorithms used, the King's modified simplex method (KMSM) has been proven to be very suitable for the fine alignment process because of its fast convergence and ease of implementation. However, direct implementation of this method on a multiple DOF alignment process would lead to local peak trapping problem. In this paper, a KMSM based algorithm is proposed in which the search of the global peak is divided into two stages, namely, 2D alignment and 3D optic axis alignment The method for the selection of key parameters to prevent the simplex from sticking on the local peaks and to accelerate the search is proposed. The experimental works have proven that the proposed idea is more effective than the conventional KMSM in terms of the rates of success and convergence in all the 100 alignment trials for 10 different LD-fiber pairs, regardless of the initial positions.
机译:本文关注于自动多自由度(DOF)激光纤维包装的精细对准过程。在所使用的对准算法中,King的改进单纯形法(KMSM)已被证明非常适合精细对准过程,因为它具有快速收敛和易于实现的特点。但是,在多自由度比对过程中直接实施此方法将导致局部峰捕获问题。本文提出了一种基于KMSM的算法,将全局峰的搜索分为两个阶段,即2D对齐和3D光轴对齐。选择关键参数以防止单纯形粘附在局部上的方法峰,并提出加快搜索。实验工作证明,在10个不同的LD光纤对的所有100次对准试验中,无论初始位置如何,所提出的想法都比传统的KMSM更有效。

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