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DRAGON: Detection and Tracking of Dynamic Amorphous Events in Wireless Sensor Networks

机译:DRAGON:无线传感器网络中动态非晶事件的检测和跟踪

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Wireless sensor networks may be deployed in many applications to detect and track events of interest. Events can be either point events with an exact location and constant shape, or region events which cover a large area and have dynamic shapes. While both types of events have received attention, no event detection and tracking protocol in existing wireless sensor network research is able to identify and track region events with dynamic identities, which arise when events are created or destroyed through splitting and merging. In this paper, we propose DRAGON, an event detection and tracking protocol which is able to handle all types of events including region events with dynamic identities. DRAGON employs two physics metaphors: event center of mass, to give an approximate location to the event; and node momentum, to guide the detection of event merges and splits. Both detailed theoretical analysis and extensive performance studies of DRAGON's properties demonstrate that DRAGON's execution is distributed among the sensor nodes, has low latency, is energy efficient, is able to run on a wide array of physical deployments, and has performance which scales well with event size, speed, and count.
机译:无线传感器网络可以部署在许多应用中以检测和跟踪感兴趣的事件。事件可以是具有精确位置和恒定形状的点事件,也可以是覆盖大面积并具有动态形状的区域事件。尽管两种类型的事件都已引起注意,但现有的无线传感器网络研究中没有事件检测和跟踪协议能够识别和跟踪具有动态标识的区域事件,当通过拆分和合并来创建或破坏事件时,会出现动态标识。在本文中,我们提出了DRAGON,一种事件检测和跟踪协议,该协议能够处理所有类型的事件,包括具有动态标识的区域事件。 DRAGON使用两个物理隐喻:事件的质心,为事件提供大致的位置;和节点动量,以指导检测事件合并和分裂。对DRAGON属性进行详细的理论分析和广泛的性能研究均表明,DRAGON的执行分布在传感器节点之间,具有低延迟,高能效,能够在各种物理部署上运行,并且具有随事件扩展的性能大小,速度和数量。

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