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DoA-Based Event Localization Using Uniform Concentric Circular Array in the IoT Environment

机译:物联网环境中使用均匀同心圆阵列的基于DoA的事件定位

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摘要

Response and recovery are the two most crucial aspects associated with post disaster management. Both these operations need real-time data and location at which the event occurs. These operations require event-based collection of data at critical times. The events may occur at any place and the data may be needed from either or all of the events for strategic planning and event handling. It is a challenging task to process the events whose locations are uncertain. In this view, there is a need to know the real-time location of events occurring in the surrounding. Moreover, there is a possibility of huge amount of signal processing among the devices deployed in the terrain. In this context, an event localization algorithm is proposed based on the Direction of Arrival estimation technique in the Internet of Things environment. It estimates the location of events by mapping the deployed devices using concentric circular array in the region. Further, the Cramer-Rao bound for the proposed algorithm is derived and compared with the existing schemes for efficacy. The algorithm is implemented on real test bed and presented with comparative evaluation to validate the work.
机译:响应和恢复是与灾后管理相关的两个最关键的方面。这两个操作都需要实时数据和事件发生的位置。这些操作需要在关键时刻基于事件的数据收集。这些事件可能发生在任何地方,并且可能需要从任何一个或所有事件中获取数据以进行战略规划和事件处理。处理位置不确定的事件是一项艰巨的任务。在这种情况下,需要知道周围发生的事件的实时位置。此外,在地形中部署的设备之间可能会进行大量的信号处理。在此背景下,提出了一种基于物联网环境中到达方向估计技术的事件定位算法。它通过使用区域中的同心圆阵列映射已部署的设备来估计事件的位置。此外,推导了所提出算法的Cramer-Rao界,并将其与现有方案进行了有效性比较。该算法在实际测试台上实现,并提供了比较评估以验证工作。

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