Dynamic routing, modulation, and spectrum assignment based on fuzzy logic control in elastic optical networks

Yi Zhao; Qi Zhang; Zhipei Li; Xiangjun Xin; Ran Gao; Furong Chai; Ying Tao; Qinghua Tian; Feng Tian; Dong Chen; Jinxin Qian; Mai Yang

doi:10.1364/AO.443445

Dynamic routing, modulation, and spectrum assignment based on fuzzy logic control in elastic optical networks

Yi Zhao, Qi Zhang, Zhipei Li^*, Xiangjun Xin, Ran Gao, Furong Chai, Ying Tao, Qinghua Tian, Feng Tian, Dong Chen, Jinxin Qian, Mai Yang

^*Corresponding author for this work

School of Information and Electronics

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

Considering the constantly changing network resources and randomly generated spectrum fragmentation problem, a dynamic routing, modulation, and spectrum assignment based on the fuzzy logic control (RMSA-FLC) algorithm is proposed in this paper. A fuzzy logic control (FLC) system based on the degree of fragmentation optimization and the degree of link selection is constructed. The path-control weight (PW) is achieved as the output of the FLC system, and the path and spectrum allocation scheme with the maximum PW is selected for the immediate reservation requests. The simulation results show that the proposed RMSA-FLC algorithm can effectively reduce the blocking probability and improve the spectrum resource utilization in a dynamic elastic optical network.

Original language	English
Pages (from-to)	223-230
Number of pages	8
Journal	Applied Optics
Volume	61
Issue number	1
DOIs	https://doi.org/10.1364/AO.443445
Publication status	Published - 1 Jan 2022

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title = "Dynamic routing, modulation, and spectrum assignment based on fuzzy logic control in elastic optical networks",

abstract = "Considering the constantly changing network resources and randomly generated spectrum fragmentation problem, a dynamic routing, modulation, and spectrum assignment based on the fuzzy logic control (RMSA-FLC) algorithm is proposed in this paper. A fuzzy logic control (FLC) system based on the degree of fragmentation optimization and the degree of link selection is constructed. The path-control weight (PW) is achieved as the output of the FLC system, and the path and spectrum allocation scheme with the maximum PW is selected for the immediate reservation requests. The simulation results show that the proposed RMSA-FLC algorithm can effectively reduce the blocking probability and improve the spectrum resource utilization in a dynamic elastic optical network.",

author = "Yi Zhao and Qi Zhang and Zhipei Li and Xiangjun Xin and Ran Gao and Furong Chai and Ying Tao and Qinghua Tian and Feng Tian and Dong Chen and Jinxin Qian and Mai Yang",

note = "Publisher Copyright: {\textcopyright} 2021 Optical Society of America",

year = "2022",

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doi = "10.1364/AO.443445",

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T1 - Dynamic routing, modulation, and spectrum assignment based on fuzzy logic control in elastic optical networks

AU - Zhao, Yi

AU - Zhang, Qi

AU - Li, Zhipei

AU - Xin, Xiangjun

AU - Gao, Ran

AU - Chai, Furong

AU - Tao, Ying

AU - Tian, Qinghua

AU - Tian, Feng

AU - Chen, Dong

AU - Qian, Jinxin

AU - Yang, Mai

PY - 2022/1/1

Y1 - 2022/1/1

N2 - Considering the constantly changing network resources and randomly generated spectrum fragmentation problem, a dynamic routing, modulation, and spectrum assignment based on the fuzzy logic control (RMSA-FLC) algorithm is proposed in this paper. A fuzzy logic control (FLC) system based on the degree of fragmentation optimization and the degree of link selection is constructed. The path-control weight (PW) is achieved as the output of the FLC system, and the path and spectrum allocation scheme with the maximum PW is selected for the immediate reservation requests. The simulation results show that the proposed RMSA-FLC algorithm can effectively reduce the blocking probability and improve the spectrum resource utilization in a dynamic elastic optical network.

AB - Considering the constantly changing network resources and randomly generated spectrum fragmentation problem, a dynamic routing, modulation, and spectrum assignment based on the fuzzy logic control (RMSA-FLC) algorithm is proposed in this paper. A fuzzy logic control (FLC) system based on the degree of fragmentation optimization and the degree of link selection is constructed. The path-control weight (PW) is achieved as the output of the FLC system, and the path and spectrum allocation scheme with the maximum PW is selected for the immediate reservation requests. The simulation results show that the proposed RMSA-FLC algorithm can effectively reduce the blocking probability and improve the spectrum resource utilization in a dynamic elastic optical network.

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DO - 10.1364/AO.443445

M3 - Article

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AN - SCOPUS:85122095519

SN - 1559-128X

VL - 61

SP - 223

EP - 230

JO - Applied Optics

JF - Applied Optics

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ER -

Dynamic routing, modulation, and spectrum assignment based on fuzzy logic control in elastic optical networks

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