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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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/ |
work_keys_str_mv |
AT ahmedalmuraeb optimaldesignofshortfiberbragggratingusingbatalgorithmwithadaptivepositionupdate AT hodaabdelatyzohdy optimaldesignofshortfiberbragggratingusingbatalgorithmwithadaptivepositionupdate |
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