| Issue |
MATEC Web Conf.
Volume 355, 2022
2021 International Conference on Physics, Computing and Mathematical (ICPCM2021)
|
|
|---|---|---|
| Article Number | 03001 | |
| Number of page(s) | 9 | |
| Section | Computing Methods and Computer Application | |
| DOI | https://doi.org/10.1051/matecconf/202235503001 | |
| Published online | 12 January 2022 | |
Communication satellite resource scheduling based on improved whale optimization algorithm
Space Engineering University Science and Technology on Complex Electronic System Simulation Laboratory, Beijing, China
* Corresponding author: 19910398967@163.com
Under the background of increasing pressure of satellite communication support, reasonable and efficient dispatch of communication satellite resources is an important means to improve the utilization efficiency of communication resources. Aiming at the resource scheduling task requirements of geostationary orbit communication satellite system, communication satellite resource scheduling (CSRS) model is established first of all, based on this, advances a kind of CSRS method based on improved whale optimization algorithm. In this method, the detection and search strategy is proposed and the crossover mutation operator is used to avoid the algorithm falling into local optimum. Simulation results show that IWOA can effectively improve the quality and stability of satellite resource scheduling.
Key words: Communication satellite / Resource scheduling / Improve whale optimization algorithm
© The Authors, published by EDP Sciences, 2022
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