Technology of Network & Communication
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3125-3131

Network connectivity quality control method based on matching task requirement

He Xingyu1a,1b
Wang Yi1a
Yang Guisong1a
Jia Mingquan2
Zhou Yue1b
Xu Xinyue1b
1. a. School of Optical-Electrical & Computer Engineering, b. College of Communication & Art Design, University of Shanghai for Science & Technology, Shanghai 200093, China
2. Southwest China Institute of Electronic Technology, Chengdu 610036, China

Abstract

The existing multi-agent network researches ignore the matching between qualities of local networks and the requirements of regional tasks, which influences task completion efficiency and quality. In view of this, this paper proposed a network connectivity quality control method based on matching task requirement. Firstly, this method analyzed the intermittent connectivity of multi-agent network by using states of agents. Secondly, it constructed a subnet set based on leader-follower model to execute tasks, according to the requirements of tasks and the intermittent connectivity of network, and it further evaluated the connectivity quality of the subnet set. Finally, this method designed a multi-agent mobility optimization model based on network connectivity quality, in which the maximum connectivity quality of subnet set represented to the network connectivity quality. Under the constraints of agent's mobile distance and network connectivity quality, this model obtained multi-agent mobility strategy with optimal task completion rate. Experimental results verify that the proposed method can effectively control the network connectivity quality, maintain the task completion rate and improve the mobile utility of agents.

Foundation Support

国家自然科学基金资助项目(61602305,61802257)
上海市自然科学基金资助项目(18ZR1426000,19ZR1477600)
南通市科技局社会民生计划资助项目(MS12021060)
浦东新区科技发展基金产学研专项资助项目(PKX2021-D10)
敏捷智能计算四川省重点实验室开放式基金资助项目

Publish Information

DOI: 10.19734/j.issn.1001-3695.2023.02.0042
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 10
Section: Technology of Network & Communication
Pages: 3125-3131
Serial Number: 1001-3695(2023)10-037-3125-07

Publish History

[2023-04-21] Accepted Paper
[2023-10-05] Printed Article

Cite This Article

何杏宇, 王怡, 杨桂松, 等. 基于任务需求匹配的网络连通质量控制方法 [J]. 计算机应用研究, 2023, 40 (10): 3125-3131. (He Xingyu, Wang Yi, Yang Guisong, et al. Network connectivity quality control method based on matching task requirement [J]. Application Research of Computers, 2023, 40 (10): 3125-3131. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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