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Real-time object tracking in wireless sensor network

机译:无线传感器网络中的实时对象跟踪

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Wireless sensor networks (WSNs) is a networked embedded system which comprises of spatially distributed nodes. Each node possesses sensing, processing and communication capabilities. This paper presents an object tracking method in wireless sensor network framework. The tracking system monitors trajectory of a moving object in real-time and determines exact location of the mobile entity. In proposed method, sensor node utilizes camera and distance sensors for object detection and an efficient tracking algorithm is incorporated for real-time object tracking using WSN paradigm. The location of object is continuously monitored by sensors and coordinates are timely communicated to the base station. The system nodes are active all the time for object detection while wireless communication between sensor node and base station is only performed if there is change in position of target object. The proposed WSN design utilizes star topology for communication between nodes and base station. The proposed method is tested for indoor object tracking and a comparison analysis of camera and distance based tracking is performed for different object trajectories and environmental conditions.
机译:无线传感器网络(WSN)是一个网络嵌入式系统,由空间分布的节点组成。每个节点都具有传感,处理和通信功能。本文提出了一种在无线传感器网络框架中的目标跟踪方法。跟踪系统实时监控移动物体的轨迹,并确定移动实体的确切位置。在提出的方法中,传感器节点利用摄像机和距离传感器进行物体检测,并结合了一种有效的跟踪算法,以使用WSN范例进行实时物体跟踪。对象的位置由传感器连续监视,并且坐标及时传达给基站。系统节点始终处于活动状态以进行对象检测,而传感器节点和基站之间的无线通信仅在目标对象的位置发生变化时才执行。提出的WSN设计利用星形拓扑在节点和基站之间进行通信。对所提出的方法进行了室内物体跟踪测试,并针对不同的物体轨迹和环境条件对基于摄像机和距离的跟踪进行了比较分析。

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