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RFID-based indoor positioning system

机译:基于RFID的室内定位系统

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摘要

In logistics supply chains, automated guided vehicles are not used owing to the lack of suitable localised positioning systems to guide them. A wide variety of technologies have been researched including vision, sensor networks and radio frequency signals, but there are still issues in cost, accuracy, line of sight and installation of these technologies in situ. This paper describes a low-cost two-dimensional RFID-based positioning system. The position of the RFID reader in two-dimensional space is computed using a weighed function with a localisation exponential function. To find the best value for the localisation exponent, a series of experiments were conducted and the mean error of the expected position was computed on different exponential functions. The research found that the best value for the exponent is 1, and that the accuracy of the system is approximately 76 mm on a 300 mm-spaced RFID array.
机译:在物流供应链中,由于缺乏合适的本地定位系统来进行引导,因此未使用自动引导车辆。已经研究了多种技术,包括视觉,传感器网络和射频信号,但是在成本,准确性,视线和这些技术的现场安装方面仍然存在问题。本文介绍了一种低成本的二维基于RFID的定位系统。使用具有局部指数函数的加权函数来计算RFID阅读器在二维空间中的位置。为了找到最佳的定位指数值,进行了一系列实验,并在不同的指数函数上计算了预期位置的平均误差。研究发现,指数的最佳值为1,在300 mm间距的RFID阵列上,系统的精度约为76 mm。

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