Academic Journal of Computing & Information Science, 2023, 6(6); doi: 10.25236/AJCIS.2023.060617.
Haoran Liang
School of Civil Engineering, Hebei University of Engineering, Handan, 056038, China
In this paper, a multi-objective optimization model is established, and the objective function is to minimize the total cost of base station construction and maximize the coverage of total services at weak coverage points, and the constraints are the threshold value of the distance between new and existing sites and the coverage of macro and micro base stations, and then the particle swarm optimization algorithm based on genetic algorithm is improved to solve the problem. 523, 5932 micro-base stations, the total cost is 11162, and the ratio of new base station service to total service is 91.267%.
site planning, multi-objective optimization, genetic algorithm, particle swarm algorithm
Haoran Liang. Multi-objective optimization-based site planning for communication networks. Academic Journal of Computing & Information Science (2023), Vol. 6, Issue 6: 108-114. https://doi.org/10.25236/AJCIS.2023.060617.
[1] Liu Lu, Wang Peng, Pang Zefeng. Agile planning scheme of 5G station site based on continuous clustering algorithm [J]. Telecommunication Engineering Technology and Standardization, 2022, 35 (03): 68-71.
[2] Yan Luhong, Guo Wenpu, Xu Donghui, Yang Haiyu. Station site planning method for mobile communication system based on NSGA-Ⅱ algorithm [J]. Computer Application Research, 2022, 39(01): 226-230+235.
[3] Kang Lingpo. 5 g base station site planning strategy study [J]. Journal of electronic world, 2021 (16): 9-10.
[4] Ons Abdelkhalek, Saoussen Krichen, Adel Guitouni. A genetic algorithm based decision support system for the multi-objective node placement problem in next wireless generation network [J]. Applied Soft Computing. 2015.
[5] Chen Yang, Xuepan Zhang, Xiaoqi Huang, Zhengai Cheng, Xinghua Zhang, Xinbin Hou. Optimal sensor placement for deployable antenna module health monitoring in SSPS using genetic algorithm [J]. Acta Astronautica. 2017.
[6] Naser Al-Falahy, Omar Y Alani. Technologies for 5G Networks: Challenges and Opportunities [J]. IT Professional Magazine. 2017 (1)