Technology of Network & Communication
|
868-873,879

Joint resource allocation algorithm for multi-beam satellite based on quantum-behaved particle swarm optimization

Gao Wei
Wang Lei
Qu Lianzheng
College of Information & Communication, National University of Defense Technology, Wuhan 430014, China

Abstract

When the meta-heuristic algorithm solves the joint resource allocation problem of multi-beam satellites, the computational complexity increases and the algorithm is difficult to converge due to the time delay constraint and capacity constraint. This paper introduced a penalty mechanism in the objective function, and added a penalty value to the objective function of the invalid solution, so that the optimized solution adaptively satisfied these two constraints. Based on this, this paper proposed a joint resource allocation algorithm based on quantum-behaved particle swarm optimization. Simulation results show that the introduction of the penalty strategy solves the problem of difficulty in handling the delay constraint and capacity constraint when applying the meta-heuristic algorithm. The quantum-behaved particle swarm optimization algorithm with penalty mechanism outperforms the existing joint allocation algorithm in terms of allocation fairness index and total system capacity.

Foundation Support

国防预研项目

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.06.0384
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 3
Section: Technology of Network & Communication
Pages: 868-873,879
Serial Number: 1001-3695(2023)03-037-0868-06

Publish History

[2022-10-19] Accepted Paper
[2023-03-05] Printed Article

Cite This Article

高威, 王磊, 瞿连政. 基于量子粒子群优化的多波束卫星联合资源分配算法 [J]. 计算机应用研究, 2023, 40 (3): 868-873,879. (Gao Wei, Wang Lei, Qu Lianzheng. Joint resource allocation algorithm for multi-beam satellite based on quantum-behaved particle swarm optimization [J]. Application Research of Computers, 2023, 40 (3): 868-873,879. )

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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