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Fuzzy Logic-Based Range-Free Localization for Wireless Sensor Networks in Agriculture

机译:基于模糊的基于逻辑的无线传感器网络的无线传感器网络

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Knowing the accurate location of nodes in wireless sensor networks (WSN) is a major concern in many location-dependent applications. Especially in agricultural monitoring, accurate location of the affected crop is required for effective use of fertilizers or pesticides. Low-cost and accurate localization algorithms need to be developed for such applications. Range-free localization like DV-Hop has become popular over the years due to its simplicity and that too without complicated hardware. This paper proposes a modified DV-Hop algorithm that improves the accuracy of localization, based on weights of anchors. In this algorithm, fuzzy logic is used to determine the weights of anchors. Simulation results also show that the proposed algorithm improves localization accuracy with respect to DV-Hop algorithm and its variants.
机译:了解无线传感器网络中节点的准确位置(WSN)是许多位置相关应用中的主要问题。特别是在农业监测中,有效使用肥料或杀虫剂需要受影响作物的准确位置。需要为这些应用开发低成本和准确的本地化算法。由于其简单性和硬件而不是复杂的硬件,无距离无距离的本地化在多年内变得流行。本文提出了一种改进的DV-Hop算法,提高了本地化的准确性,基于锚点的重量。在该算法中,模糊逻辑用于确定锚的权重。仿真结果还表明,所提出的算法改善了关于DV-Hop算法及其变体的定位精度。

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