Scout:使用有源RFID技术进行户外定位

Xin Huang, R. Janaswamy, A. Ganz
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引用次数: 39

摘要

随着移动计算设备和智能传感器的日益融合,普适计算和智能空间的发展也在不断推进,本地化是实现大愿景的重要组成部分。目前广泛采用的基于GPS和蜂窝技术的户外定位方法由于体积大、成本高、功耗高,不适合跟踪大量小尺寸、功率有限的目标。在本文中,我们提出了Scout,一个基于现成的有源RFID系统和概率定位算法的易于设置和成本效益的户外定位系统,它与未来的智能空间和普适计算系统兼容。该算法对测量不确定性具有鲁棒性,并能自适应不同的室外环境。利用MATLAB仿真,我们研究了系统性能对一些系统和环境参数的依赖。仿真结果表明,该系统是一种准确、经济的户外定位方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scout: Outdoor Localization Using Active RFID Technology
The growing convergence among mobile computing devices and smart sensors boosts the development of ubiquitous computing and smart spaces, where localization is an essential part for realizing the big vision. Due to their large size, high cost, and high power consumption, the current widely accepted outdoor localization methods based on GPS and cellular techniques are not suitable for tracking numerous small size and limited power objects. In this paper, we present Scout, an easy-setup and cost- effective outdoor localization system based on off-the- shelf active RFID systems and a probabilistic localization algorithm, which is compatible with the future smart spaces and ubiquitous computing systems. The proposed algorithm is robust to measurement uncertainty and self-adjustive to varying outdoor environments. Using MATLAB simulations, we investigate the system performance dependence on a number of system and environmental parameters. The simulation results prove that the proposed system is an accurate and cost-effective candidate for outdoor localization.
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