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Energy-Efficient Localization and Tracking of Mobile Devices in Wireless Sensor Networks

机译:无线网络中移动设备的节能定位和跟踪   传感器网络

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摘要

Wireless sensor networks (WSNs) are effective for locating and trackingpeople and objects in various industrial environments. Since energy consumptionis critical to prolonging the lifespan of WSNs, we propose an energy-efficientLOcalization and Tracking} (eLOT) system, using low-cost and portable hardwareto enable highly accurate tracking of targets. Various fingerprint-basedapproaches for localization and tracking are implemented in eLOT. In order toachieve high energy efficiency, a network-level scheme coordinating collisionand interference is proposed. On the other hand, based on the locationinformation, mobile devices in eLOT can quickly associate with the specificchannel in a given area, while saving energy through avoiding unnecessarytransmission. Finally, a platform based on TI CC2530 and the Linux operatingsystem is built to demonstrate the effectiveness of our proposed scheme interms of localization accuracy and energy efficiency.
机译:无线传感器网络(WSN)可有效定位和跟踪各种工业环境中的人员和物体。由于能源消耗对于延长WSN的寿命至关重要,因此我们提出了一种节能的本地化和跟踪(eLOT)系统,该系统使用低成本的便携式硬件来实现对目标的高度精确跟踪。在eLOT中实现了各种基于指纹的定位和跟踪方法。为了实现高能效,提出了一种协调碰撞和干扰的网络级方案。另一方面,基于位置信息,eLOT中的移动设备可以快速与给定区域中的特定通道关联,同时通过避免不必要的传输来节省能源。最后,构建了一个基于TI CC2530和Linux操作系统的平台,以展示我们提出的方案在定位精度和能效方面的有效性。

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