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Technology of Network & Communication
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 12
3743-3749

Robust optimization of UAV assisted Internet of Things based on parameter interval uncertainty analysis

Wang Wei1,2,3
Gu Renqian1,2
Liu Huazhen1,2
Hao Yaqi1,2
1. School of Information & Electrical Engineering, Hebei University of Engineering, Handan Hebei 056038, China
2. Hebei Key Laboratory of Security & Protection Information Sensing & Processing, Handan Hebei 056038, China
3. School of Internet of Things Engineering, Jiangnan University, Wuxi Jiangsu 214122, China
DOI: 10.19734/j.issn.1001-3695.2022.04.0206

Abstract

UAV-assisted IoT technology has been widely used in disaster emergency communication, but there are many uncertainties in the communication of IoT equipment. Aiming at the problem of uncertainty in the position parameter interval, this paper proposed a robust optimization method for UAV-assisted Internet of Things communication. It used ellipsoid uncertainty set to describe the interval uncertainty of the location parameters of the ground IoT equipment, and established and solved the robust optimization model of IoT equipment communication with uncertainty. In order to improve the accuracy of the model, it proposed a correlation analysis method between the uncertainty of position parameter interval and ellipsoid error domain, and analyzed the influence of two kinds of uncertainty factors on the communication model of Internet of Things equipment. The simulation experiment designed for the purpose of optimal deployment of ground IoT equipment and minimum communication power. The results show that the proposed optimization model can effectively realize the optimal deployment and communication power minimization between ground IoT devices in the presence of uncertainties.

Foundation Support

国家自然科学基金资助项目(61802107)
河北省高等学校科学技术研究项目(ZD2020171)
江苏省博士后科研资助计划项目(1601085C)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.04.0206
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 12
Section: Technology of Network & Communication
Pages: 3743-3749
Serial Number: 1001-3695(2022)12-034-3743-07

Publish History

[2022-07-15] Accepted Paper
[2022-12-05] Printed Article

Cite This Article

王巍, 谷壬倩, 刘华真, 等. 基于参数区间不确定性分析的无人机辅助物联网鲁棒优化 [J]. 计算机应用研究, 2022, 39 (12): 3743-3749. (Wang Wei, Gu Renqian, Liu Huazhen, et al. Robust optimization of UAV assisted Internet of Things based on parameter interval uncertainty analysis [J]. Application Research of Computers, 2022, 39 (12): 3743-3749. )

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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