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Wireless sensor network node localization research based on improved wolves algorithm

机译:基于改进狼算法的无线传感器网络节点定位研究

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DV-Hop is a typical node localization algorithm without ranging of wireless sensor network. Because of the shortcoming that this algorithm's accuracy for node positioning is not high, a sensor node localization algorithm based on improved wolves algorithm is proposed. The algorithm is based on the classic DV-Hop algorithm, converts the wireless sensor node localization problem into a multi-constrained optimization problem, and uses improved wolves algorithm to solve this problem, then obtains the optimal solution of unknown node coordinates. Matlab simulation show that, this algorithm can significantly improve the positioning accuracy of the node than other wireless sensor network node localization algorithm.
机译:DV-Hop是一种典型的节点本地化算法,无需传输无线传感器网络。由于该算法对节点定位的精度不高的缺点,提出了一种基于改进的狼算法的传感器节点定位算法。该算法基于经典的DV跳算法,将无线传感器节点定位问题转换为多约束优化问题,并使用改进的狼算法来解决这个问题,然后获得未知节点坐标的最佳解决方案。 MATLAB仿真表明,该算法可以显着提高节点的定位精度,而不是其他无线传感器网络节点定位算法。

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