Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update

We propose a new method to optimally design short triangular-spectrum fiber Bragg gratings (TS-FBGs), using the metaheuristic bat algorithm (BA). In addition, we propose a novel modification, i.e., adaptive position update (APU), to optimize the index modulation within a predetermined range. The dis...

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Main Authors: Ahmed Al-Muraeb, Hoda Abdel-Aty-Zohdy
Format: Article
Language:English
Published: IEEE 2016-01-01
Series:IEEE Photonics Journal
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7359110/
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spelling doaj-51b4a862b433438aaacde3eddecddf9a2021-03-29T17:30:07ZengIEEEIEEE Photonics Journal1943-06552016-01-018111110.1109/JPHOT.2015.25098717359110Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position UpdateAhmed Al-Muraeb0Hoda Abdel-Aty-Zohdy1Department of Electrical and Computer Engineering, Microelectronics and Bio-Inspired Systems Design Laboratory, Oakland University, Rochester, MI, USADepartment of Electrical and Computer Engineering, Microelectronics and Bio-Inspired Systems Design Laboratory, Oakland University, Rochester, MI, USAWe propose a new method to optimally design short triangular-spectrum fiber Bragg gratings (TS-FBGs), using the metaheuristic bat algorithm (BA). In addition, we propose a novel modification, i.e., adaptive position update (APU), to optimize the index modulation within a predetermined range. The discrete layer-peeling algorithm is used to efficiently initialize BA. The APU improves the search performance and accuracy of the BA algorithm in fiber Bragg grating (FBG) design application. Using the proposed method, a 0.2-nm-bandwidth TS-FBG, operating in the C-band, is designed. The short-length FBG with chirp-free structure prevents complex phase modulation for practical considerations. In addition, a dual-wavelength TS-FBG of 0.75-nm bandwidth operating in the eye-safe region has been designed and provided the most accurate optimum design length. The latter is well suited for FBGs inscribed in high-birefringent fibers, which are utilized in multiwavelength fiber laser systems. For both cases, the accuracy and search performance of APU-BA are shown to be better than those of previously reported algorithms in the literature.https://ieeexplore.ieee.org/document/7359110/Fiber gratingstheory and designfiber opticsoptical communication devicessensorsnature-inspired algorithms
collection DOAJ
language English
format Article
sources DOAJ
author Ahmed Al-Muraeb
Hoda Abdel-Aty-Zohdy
spellingShingle Ahmed Al-Muraeb
Hoda Abdel-Aty-Zohdy
Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
IEEE Photonics Journal
Fiber gratings
theory and design
fiber optics
optical communication devices
sensors
nature-inspired algorithms
author_facet Ahmed Al-Muraeb
Hoda Abdel-Aty-Zohdy
author_sort Ahmed Al-Muraeb
title Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
title_short Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
title_full Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
title_fullStr Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
title_full_unstemmed Optimal Design of Short Fiber Bragg Grating Using Bat Algorithm With Adaptive Position Update
title_sort optimal design of short fiber bragg grating using bat algorithm with adaptive position update
publisher IEEE
series IEEE Photonics Journal
issn 1943-0655
publishDate 2016-01-01
description We propose a new method to optimally design short triangular-spectrum fiber Bragg gratings (TS-FBGs), using the metaheuristic bat algorithm (BA). In addition, we propose a novel modification, i.e., adaptive position update (APU), to optimize the index modulation within a predetermined range. The discrete layer-peeling algorithm is used to efficiently initialize BA. The APU improves the search performance and accuracy of the BA algorithm in fiber Bragg grating (FBG) design application. Using the proposed method, a 0.2-nm-bandwidth TS-FBG, operating in the C-band, is designed. The short-length FBG with chirp-free structure prevents complex phase modulation for practical considerations. In addition, a dual-wavelength TS-FBG of 0.75-nm bandwidth operating in the eye-safe region has been designed and provided the most accurate optimum design length. The latter is well suited for FBGs inscribed in high-birefringent fibers, which are utilized in multiwavelength fiber laser systems. For both cases, the accuracy and search performance of APU-BA are shown to be better than those of previously reported algorithms in the literature.
topic Fiber gratings
theory and design
fiber optics
optical communication devices
sensors
nature-inspired algorithms
url https://ieeexplore.ieee.org/document/7359110/
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