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张伯琰, 邹腾跃. 基于遗传算法的农业无线传感器节点部署算法设计[J]. 农业工程, 2022, 12(1): 30-34.
引用本文: 张伯琰, 邹腾跃. 基于遗传算法的农业无线传感器节点部署算法设计[J]. 农业工程, 2022, 12(1): 30-34.
Design of Agricultural Wireless Sensor Node Deployment Algorithm Based on Genetic Algorithm[J]. AGRICULTURAL ENGINEERING, 2022, 12(1): 30-34.
Citation: Design of Agricultural Wireless Sensor Node Deployment Algorithm Based on Genetic Algorithm[J]. AGRICULTURAL ENGINEERING, 2022, 12(1): 30-34.

基于遗传算法的农业无线传感器节点部署算法设计

Design of Agricultural Wireless Sensor Node Deployment Algorithm Based on Genetic Algorithm

  • 摘要: 农业无线传感器网络是物联网技术在农业领域的重要应用,农业无线传感器节点的部署是限制其生命周期的重要因素。为了提高农业无线传感器网络节点的检测范围利用率,减少传输数据冗余,延长无线传感器网络的生命周期,在随机部署的基础上提出了一种迭代求解的无线传感器节点部署算法。该算法使用遗传算法优化求解,以覆盖率作为适应函数,利用离散的图形计算实现功能,该算法可以在传感器数量一定的情况下,求得覆盖率较高的部署方案。

     

    Abstract: Agricultural wireless sensor network is an important application of Internet of Things technology in agricultural field.Deployment of agricultural wireless sensor nodes is an important factor limiting its life cycle.In order to improve utilization of detection range of agricultural wireless sensor network nodes,reduce transmission data redundancy and prolong life cycle of wireless sensor networks,based on random deployment,an iterative wireless sensor node deployment algorithm was proposed.The algorithm used genetic algorithm to optimize solution,took coverage as adaptation function and used discrete graphic calculation to realize function.The algorithm could obtain deployment scheme with high coverage under condition of a certain number of sensors.

     

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