SECURE LOCALIZATION USING COORDINATED GRADIENT DESCENT TECHNIQUE FOR UNDERWATER WIRELESS SENSOR NETWORKS

Baranidharan, K. Varadharajan
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引用次数: 10

Abstract

In the Underwater Wireless Sensor Networks (UWSN) provide a solution for several aquatic and oceanographic applications. All these UWSN applications are need to be aware of the nodes positioning. In some insecure environment, the misleading data can be transmitted to the sonobuoys or monitoring systems in the network. This may disrupt the functions of the nodes. Thus, the secured localization algorithms are designed to resistant against attack and try to achieve the localization correctly. This paper shows that modified secure localization algorithm based Gradient Descent Algorithm (GDA) to remove the misleading information in the networks. This modified algorithms the normal nodes are cooperate with each other to reduce the localization error and to improve the pruning percentage.
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基于协调梯度下降技术的水下无线传感器网络安全定位
水下无线传感器网络(UWSN)为多种水生和海洋学应用提供了解决方案。所有这些UWSN应用都需要知道节点的定位。在一些不安全的环境中,误导性数据可能会被传输到网络中的声纳浮标或监测系统。这可能会破坏节点的功能。因此,安全定位算法被设计为抵抗攻击,并试图正确地实现定位。本文提出了一种改进的基于梯度下降算法的安全定位算法来去除网络中的误导信息。该改进算法将正常节点相互协作,以减少定位误差,提高修剪率。
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