微型电脑应用2025，Vol.41Issue(9)：22-24,30,4.
一种智慧教室无线传感网络节点部署优化方法
An Optimization Method for the Deployment of Wireless Sensor Network Nodes in Smart Classroom
摘要
Abstract
This paper proposes a deployment optimization method for smart classroom wireless sensor network nodes by using the biography-based optimization(BBO)algorithm.The maximum distance between two particles is calculated from the node perspective.The coverage of perceptible points in the domain is divided into two forms to judge the threshold,and a node de-ployment optimization model is established based on the judgment results.The BBO algorithm is applied to solve the problem.The simulation experiment results show that after optimizing the deployment of wireless sensor network nodes in smart class-room,the network coverage rate of the proposed method reaches 96.49％,the network connectivity rate is higher than 98.25％,and the energy loss within 24 hours is lower than 20 kW,which is better than the comparison methods and has good ap-plication value.关键词
生物地理学优化算法/智慧教室/无线传感网络/节点部署优化/适应度函数Key words
BBO algorithm/smart classroom/wireless sensor network/optimization of node deployment/fitness function分类
计算机与自动化引用本文复制引用
徐胜超,周继鹏,王志坚..一种智慧教室无线传感网络节点部署优化方法[J].微型电脑应用,2025,41(9):22-24,30,4.基金项目
国家自然科学基金面上项目(61972444) （61972444）
广东省普通高校青年创新人才项目(2023KQNCX120) （2023KQNCX120）
