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Application of Particle Swarm Optimization Technique for an Optical Fiber Alignment System

Authors: Marc Landry, Azeddine Kaddouri, Yassine Bouslimani, Mohsen Ghribi

Abstract:

In this paper, a new alignment method based on the particle swarm optimization (PSO) technique is presented. The PSO algorithm is used for locating the optimal coupling position with the highest optical power with three-degrees of freedom alignment. This algorithm gives an interesting results without a need to go thru the complex mathematical modeling of the alignment system. The proposed algorithm is validated considering practical tests considering the alignment of two Single Mode Fibers (SMF) and the alignment of SMF and PCF fibers.

Keywords: Optical Fiber, Particle-swarm optimization, automatic alignment

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1329723

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References:


[1] J. Kennedy and R. Eberhart, "Particle swarm optimization," IEEE International Conference on Neural Networks, pp. 1942-1948, 1995.
[2] R. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization. evolutionary programming vii," Lecture Notes in Computer Science, Springer-Verlag, pp. 661-616, 1998.
[3] W. Yiheng, L. Liang, and G. Haibing, "Frontier-based multi-robot map exploration using particle swarm optimization," IEEE Symposium on Swarm Intelligence, pp. 1-6, 2011.
[4] M. Miyatake, M. Veerachary, F. Toriumi, N. Fujii, and H. Ko, "Maximum power point tracking of multiple photovoltaic arrays: A pso approach," IEEE Transactions on Aerospace and Electronic Systems, pp. 367-380, 2011.
[5] C. Shaozhong, T. Ji, and L. Heping, "Pso algorithm-based robust design of pid controller for pmsm," Sixth International Conference on Natural Computation, pp. 3513-3517, 2011.
[6] J. Knight, T. Briks, J. Russell, and M. Atkin, "All-silica single-mode optical fiber with photonic crystal cladding," Opt. Lett. 21, pp. 1547- 1549, 1996.
[7] Z. Wenxin, D. Duke, T. Kubo, and B. Malinsky, "Interrelation profile analysis method for alignment of polarization-maintaining fiber," Optical Fiber Communication (OFC), collocated National Fiber Optic Engineers Conference, 2010 Conference on (OFC/NFOEC), pp. 1-3, 2010.
[8] M. Shimizu, S. Takashima, and H. Kobayashi, "Identification system for optical fiber transmission operation lines with local-light injection and detection coupling system," Lightwave Technology, Journal of, pp. 686-692, 1994.
[9] W. Shun and Z. Yixin, "A robust alignment algorithm for microprocessor based fiber fusion splicer," Image and Signal Processing, 2009. CISP -09. 2nd International Congress on, pp. 1-4, 2009.
[10] S. Leon-Saval, T. Birks, N. Joly, A. George, W. Wadsworth, G. Kakarantzas, and P. Russell, "Splice-free interfacing of photonic crystal fbers," Opt. Lett. Vol. 30, No. 13, pp. 1629-1631, 2005.
[11] P. Bennett, T. M. Monro, and D. Richardson, "Toward practical holey fiber technology: fabrication, splicing, modeling, and characterization," Opt. Lett. 24, pp. 1203-1205, 1999.
[12] F. Couny, F. Benabid, and P. Light, "Reduction of fresnel back-reflection at splice interface between hollow core pcf and single-mode fiber," IEEE Photonics Technology Letters, Vol. 19 Iss. 13, pp. 1020-1022, 2007.
[13] Y. L. Tsung, "Using a two-stage optimization strategy for the active alignment of multifiber optical devices," Opt. Eng. 49, 053401, 2010.
[14] T. Lin, M. Yu, and C. Lee, "Optomechatronic integration for the optimal control system of multi-fiber active alignment," Proc. SPIE 7266, 72661T, 2008.
[15] T. Y. Lin, M. Yu, and W. Liu, "Novel optomechanical alignment method using a numerical optimization methodology," Opt. Eng. 46, 065004, 2007.
[16] D. Pham and M. Castellani, "Intelligent control of fiber optic components assembly," Proc. Inst. Mech. Eng., Part B 215, pp. 1177-1189, 2001.
[17] R. Zhang and F. Shi, "Novel fiber optic alignment strategy using hamiltonian algorithm and matlab/simulink," Opt. Eng. 42, pp. 2240- 2245, 2003.
[18] M. Murakawa, H. Nosato, and T. Higuchi, "Automatic optical fiber alignment system using genetic algorithms," Proc. 6th Int. Conf. on Artificial Evolution, pp. 223-234, 2003.
[19] ÔÇöÔÇö, "Automatic optical fiber alignment system using genetic algorithms," NASA/ESA Conference on Adaptive Hardware and Systems, 2006.