Titul Research on Wireless Network Coverage for Transformation and Upgrading of Exhibition Management with Artificial Intelligence Technology

被引:0
|
作者
Dou, Peilin [1 ]
Zheng, Guohua [2 ]
机构
[1] Shanghai Int Studies Univ, Xianda Coll Econ & Humanities, Shanghai 200080, Peoples R China
[2] Shanghai Xunmeng Informat Technol Co Ltd, Shanghai 200050, Peoples R China
关键词
Keyword Artificial intelligence; exhibition management; wireless network; coverage optimization; Harris Hawk optimization algorithm; ALGORITHM; STRATEGY; DESIGN;
D O I
10.2478/amns.2023.1.00180
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The rapid development of artificial intelligence and modern communication technology provides a powerful opportunity to realize the transformation, upgrading and high-quality development of exhibition management. To solve the optimal coverage problem of wireless network in the exhibition area, a new generation of artificial intelligence algorithm is introduced to propose a novel method for solving the network coverage problem based on Harris Hawk optimization (HHO) algorithm. From the perspective of maximizing coverage and minimizing coverage redundancy, the multi-objective coverage optimization problem of wireless network nodes is optimally extracted into a function and solved using the improved HHO (IHHO) algorithm. Through the simulation of the wireless network coverage in the exhibition area, the experimental results show that the comprehensive evaluation index score of the optimization algorithm reaches 98.03%, which is higher than the traditional particle swarm optimizer (PSO) and the standard HHO. The proposed IHHO algorithm can be effectively applied to the network coverage problem and has a greater advantage over the traditional optimization methods in terms of improving node coverage, and has great practicality.
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页数:13
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