AnaMap:一种实际农田地形的模拟与可视化方法

Fan Yang, Lei Shu, Xuying Wang
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引用次数: 1

摘要

无线传感器网络在农业生产中得到了广泛的应用。节点部署作为无线传感器网络的关键问题,直接影响到路由和数据融合操作的有效性,以及在多种农业场景下(如单一作物和混合作物农田)预期覆盖的准确性。网络模拟对于测试部署算法的有效性是必要的,但其中一些缺乏实际部署的准确性。这是由于这些网络仿真中的模拟地图没有考虑到地形的性质,例如传感器视线中的建筑物、树木等障碍物,丘陵地形的凹凸不平、高程等,这些模拟地图中部署算法得到的节点位置无法映射到实际农田。本文提出了一种构建AnaMap模拟地图的方法,该方法对具有分区结构和不规则边界特征的实际农田进行模拟和可视化,以辅助研究农业环境中的节点部署算法。通过一个案例研究证明了AnaMap的可用性。
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AnaMap: A Methodology of Simulation and Visualization for Actual Farmland Topography
Wireless Sensor Networks (WSNs) have been widely used in agricultural productions. As a critical problems in WSNs, node deployment has a direct impact on the effectiveness of routing and data fusion operations as well as on the accuracy of anticipated coverage in several agricultural scenarios, e.g., mono-crop and mixed-crop farmlands. Network simulations are necessary for testing the effectiveness of deployment algorithms, but some of them lack the accuracy of real-world deployments. This is due to the fact that analogue maps in these network simulations do not take into account the nature of the terrain, for example obstacles such as buildings and trees in the line of vision for sensors, uneven surfaces and elevations for hilly terrains, the node locations obtained by the deployment algorithms in these analogue maps cannot be mapped to the actual farmland. In this paper, we present a methodology of constructing analogue map called AnaMap for providing both simulation and visualization of the actual farmland with the characteristic of partition structure and irregular boundary to assist the investigation of node deployment algorithms in agricultural environment. One case study is described to prove the usability of AnaMap.
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