Using Cluster Analysis to Solve Mobile Communication Network Site Planning Problems
DOI:
https://doi.org/10.54691/fsd.v3i2.3982Keywords:
Regional Planning; Base Station Construction; K-Means; Maltab; Data Cleaning.Abstract
The area planning problem involves optimization model and clustering model, according to the site construction requirements, the base station planning needs to cover 90% of the business volume in the weak coverage area. In the process of site selection, it is required that the cost is as low as possible and the constraints of each condition are satisfied. Therefore, according to different site construction conditions, two corresponding planning schemes and a clustering method are derived.
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Liu L,Wang P,Pang Zefeng. Agile planning scheme for 5G station sites based on continuous clustering algorithm[J]. Telecommunications Engineering Technology and Standardization, 2022, 35 (03): 68-71..2022.
Liu Yaxi. Research on coverage calculation and optimization methods for mobile communication networks. University of Science and Technology Beijing.2021.
Sun Peng,Yang Dacheng. Research on optimization algorithm for wireless network planning[J]. Radio Engineering,2005(03).
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