| 基于遗传算法的农业无线传感器节点部署算法设计 |
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| 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. |
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| 作者姓名： | 张伯琰 邹腾跃 |
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| 作者单位： | 福建农林大学机电工程学院，福建 福州350002 |
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| 基金项目： | 福建省自然科学基金项目(2018J01610);福建农林大学杰出青年科研人才计划项目(XJQ201820)。 |
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| 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...
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| 关 键 词： | 农业无线传感器网络 节点部署 遗传算法 离散 图形计算 |
| 收稿时间： | 2021/8/16 0:00:00 |
| 修稿时间： | 2021/8/16 0:00:00 |
Design of Agricultural Wireless Sensor Node Deployment Algorithm Based on Genetic Algorithm |
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| ZHANG Boyan,ZOU Tengyue.Design of Agricultural Wireless Sensor Node Deployment Algorithm Based on Genetic Algorithm[J].Agricultural Engineering,2022,12(1):30-34. |
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| Authors: | ZHANG Boyan ZOU Tengyue |
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| Institution: | (College of Mechanical and Electrical Engineering,Fujian Agriculture and Forestry University,Fuzhou Fujian 350002,China) |
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| 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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| Keywords: | agricultural wireless sensor network node deployment genetic algorithm discrete graphic calculation |
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