A feasibility study on simultaneous data collection from multiple sensor RF tags with multiple subcarriers

Y. Igarashi, Yuki Sato, Yuusuke Kawakita, J. Mitsugi, H. Ichikawa
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引用次数: 16

Abstract

Wireless and battery-less health monitoring of machinery and structures have been a dream in mechanical engi-neering. Particularly, simultaneous data collection from multiple sensors is required to detect failure or malfunction before it becomes fatal problem. In this paper, a concept of simultaneous data collection from multiple sensor RF tags with multiple subcarriers is proposed and its feasibility is examined. To facilitate the inclusion of sensor data in RF tag and to obtain the number of available communication channels, an analog modulation of digitally generated subcarriers is employed. The unavoidable mutual interference among subcarriers, stemming from the pulse shape of subcarrier in RF tags, is eliminated by a swift interference rejection method. We examined the feasibility and the performance of the concept with a two-subcarrier prototype in which the interference rejection is executed in a software defined radio platform. It is shown that the proposed concept is feasible. In order to evaluate the effect of the interference rejection method, we examined the correlation between the original sensor data and the recovered sensor data in a worst case interference environment. It is shown that the correlation coefficient is significantly improved from 0.00 to 0.91.
具有多子载波的多传感器射频标签同时采集数据的可行性研究
对机械和结构进行无线和无电池的健康监测一直是机械工程的梦想。特别是,需要同时从多个传感器收集数据,以便在故障成为致命问题之前检测到故障或故障。本文提出了一种从具有多个子载波的多个传感器射频标签同时采集数据的概念,并对其可行性进行了验证。为了便于在射频标签中包含传感器数据并获得可用通信信道的数量,采用了数字生成子载波的模拟调制。射频标签中由于子载波的脉冲形状导致的子载波之间不可避免的相互干扰,通过快速干扰抑制方法消除。我们用一个双副载波原型检验了该概念的可行性和性能,其中干扰抑制在软件定义的无线电平台中执行。结果表明,所提出的概念是可行的。为了评估干扰抑制方法的效果,我们检查了在最坏干扰环境下原始传感器数据与恢复传感器数据之间的相关性。结果表明,相关系数由0.00显著提高到0.91。
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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