RSS stabilization techniques for a real-time passive UHF RFID pipe monitoring system for smart shipyards

P. Fraga-Lamas, T. Fernández-Caramés, Diego Noceda-Davila, M. Vilar-Montesinos
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引用次数: 34

Abstract

The pipes of a ship, which exist in heterogeneous typology and massive number, are one of the key elements in a shipyard, and their real-time monitoring constitutes a prospective Cyber-Physical System (CPS). Their improved location, from production and through their lifetime, can enhance shipyard productivity and safety. Navantia, one of the ten largest shipbuilders in the world, has improved its pipe workshop thanks to the concept of smart pipe, which is defined as an object able to transmit signals periodically that allows for providing added-value services in a shipyard. In this paper it is evaluated the use of passive UHF RFID (Radio Frequency Identification) for implementing the concept of smart pipe. Promising indoor positioning results obtained in a pipe workshop are presented, showing that multi-antenna algorithms and Kalman filtering can help to stabilize Received Signal Strength (RSS) and improve the overall accuracy of the pipe monitoring system in a real-world scenario.
智能船厂实时无源超高频RFID管道监测系统的RSS稳定技术
船舶管道是船厂的关键要素之一,其形态多样、数量庞大,其实时监测构成了未来的信息物理系统(CPS)。从生产到使用寿命,它们的位置得到改善,可以提高船厂的生产率和安全性。Navantia是世界十大造船公司之一,由于智能管道的概念,该公司改进了管道车间,智能管道被定义为能够定期传输信号的物体,可以在造船厂提供增值服务。本文评估了使用无源超高频射频识别(RFID)来实现智能管道的概念。在管道车间中获得了令人满意的室内定位结果,表明多天线算法和卡尔曼滤波有助于稳定实际场景下管道监测系统的接收信号强度(RSS),提高系统的整体精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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