5G communication base station address planning method based on clustering algorithm

• Main Authors: GUAN WEITING, HUA ZITONG, LIN SHUAISHUAI, MA AOXIANG, WANG YU
• Format: Patent
• Language: Chinese; English
• Published: 05.01.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC COMMUNICATION TECHNIQUE; ELECTRIC DIGITAL DATA PROCESSING; ELECTRICITY; PHYSICS; WIRELESS COMMUNICATIONS NETWORKS

The invention provides a 5G communication base station address planning method based on a clustering algorithm. The 5G communication base station address planning method specifically comprises the following steps: preprocessing data based on Euclidean distance; establishing a dynamic planning model of the 0-1 knapsack according to the preprocessed data; and solving the dynamic planning model by using a genetic algorithm so as to plan the base station address. According to the method, the base station address is effectively and reasonably planned. 本发明提供了一种基于聚类算法的5G通信基站地址规划方法，具体为：基于欧式距离的数据预处理；根据预处理后的数据，建立0-1背包的动态规划模型；利用遗传算法求解动态规划模型，以对基站地址进行规划。本发明有效地对基站地址进行了合理的规划。