Author(s)

Qing Cai ¹, Jinglin Gong ¹, Jianfei Huang ¹

Affiliation(s)

¹ Yangzhou University, Yangzhou, Jiangsu, China

Corresponding Author

Jianfei Huang

ABSTRACT

This paper mainly solves the problem of site selection. The subject has given the weak coverage area of the existing network according to the coverage of the existing network antenna, and has made a coordinate delineation of the area. By establishing a planning model, we select some of the points to build new base stations, so that the total traffic of the sites covering weak coverage points reaches a predetermined value. This paper establishes the relevant planning model and uses the ISODATA clustering algorithm to solve it.

KEYWORDS

K-Means clustering, ISODATA clustering, Cluster analysis, Goal planning

CITE THIS PAPER

Qing Cai, Jinglin Gong, Jianfei Huang, ISODATA Clustering Algorithm for Site Selection. Computing, Performance and Communication Systems (2022) Vol. 6: 66-72. DOI: http://dx.doi.org/10.23977/cpcs.2022.060111.

REFERENCES

[1] Kang Lingpo. 5G base station site planning strategy research. Electronic World2021(16):9-10.
[2] Chuanwei Zhu, Min Huang, Zhequan Fu. Research on the optimization of ship-to-air missile firing scheme based on dynamic programming theory. Ship Electronic Engineering, 2022, 42(02):25-31.
[3] Yue Liang, Si Chen, Yinying Tang. Research on site selection for urban and rural logistics network optimization under FA-kmeans algorithm. Comprehensive Transportation, 2021, 43(05):115-122.
[4] Feibao Song. Improvement of genetic clustering algorithm and its application in gene expression data analysis. Anhui University, 2019.
[5] Litvinenko Natalya, Mamyrbayev Orken, Shayakhmetova Assem, Turdalyuly Mussa. Clusterization by the Kmeans method when K is unknown. ITM Web of Conferences, 2019.
[6] Jiangyuan Zeng. The principle and implementation of ISODATA algorithm. Science and Technology Plaza, 2009(07):126-127.
[7] Xiaoming Yang, Yun Luo. Implementation and Analysis of ISODATA algorithm. Mining Technology, 2006(02).
[8] Ni Zeng, Junhao Chen, Qingqing Fu. Dynamic programming strategy based on greedy algorithm. Computer Knowledge and Technology, 2021, 17(20):141-143.

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