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Multiple Object Localization in Underwater Wireless Communication Systems using the Theory of Gravitation

机译:引力理论在水下无线通信系统中的多目标定位

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Localization of underwater objects has always been a challenging task due to the unguided and misty nature of the underwater environment. Therefore, in this paper, a novel algorithm has been proposed to find the correct location of various underwater objects in real-time underwater communication networks. The proposed algorithm is based on collective utilization of gravity field vector and gravity gradient tensor signals for object localization. It computes the localization of numerous underwater objects in a non-linear scenario by utilizing modified Levenberg-Marquardt algorithm. The study uses single-object localization scenario to carry out estimation of the initial coordinates and mass calculation of the underwater objects. In order to validate the proposed algorithm, two objects based artificial navigation model has been used for testing purpose. The results obtained were precise and accurate, hence, the proposed method is a good strategy to localize multiple underwater objects.
机译:水下物体的定位由于水下环境的无向导性和薄雾性质,一直是一项艰巨的任务。因此,在本文中,提出了一种新颖的算法来在实时水下通信网络中找到各种水下物体的正确位置。所提出的算法基于重力场矢量和重力梯度张量信号的集体利用来进行目标定位。它利用改进的Levenberg-Marquardt算法计算非线性场景中许多水下物体的定位。该研究使用单对象定位方案进行水下对象的初始坐标估计和质量计算。为了验证所提出的算法,基于两个对象的人工导航模型已用于测试目的。获得的结果是精确和准确的,因此,所提出的方法是定位多个水下物体的良好策略。

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