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Comparative Behavioral Modeling of POA and TOA Ranging for Location-Awareness Using RFID

机译:使用RFID进行位置感知的POA和TOA测距的比较行为建模

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摘要

How to position a tag is an important and sometimes necessary task for many RFID applications. Traditionally, there are methods using RSS and Phase to ranging a tag in literatures. But in this paper we introduce the principles of multi-tones phase of arrival (POA) based ranging in detail, and firstly compare POA and time of arrival (TOA) based ranging behavior for RFID application in a certain scenario. We characterize the RFID ranging behaviors from the view of Cramer-Rao lower bound (CRLB), Ray Tracing and empirical measurements. First, we introduce the principles of multi-tone POA ranging method, and present the details of POA based ranging CRLBs for different tones and compare it with TOA ranging. Second, we use Ray Tracing method to model the distance and bandwidth influence on POA and TOA based RFID ranging in multipath environments. Third, we establish measurement in a room to validate the noise and multipath influence on POA and TOA based RFID ranging. The ray tracing simulation and empirical experiment results show that in short range application such as RFID, POA based ranging has a comparatively better performance than TOA.
机译:对于许多RFID应用而言,如何放置标签是一项重要且有时是必要的任务。传统上,在文献中存在使用RSS和相位对标签进行测距的方法。但是在本文中,我们详细介绍了基于测距的多音相位到达(POA)的原理,首先比较了在特定情况下RFID应用中基于POA和到达时间(TOA)的测距行为。我们从Cramer-Rao下限(CRLB),射线追踪和经验测量的角度来描述RFID的测距行为。首先,我们介绍了多音POA测距方法的原理,并介绍了基于POA的不同音调CRLB的详细信息,并将其与TOA测距进行了比较。其次,我们使用射线跟踪方法来模拟距离和带宽对基于POA和TOA的RFID在多径环境中的测距的影响。第三,我们在房间中建立测量,以验证噪声和多径对基于POA和TOA的RFID测距的影响。光线跟踪仿真和经验实验结果表明,在RFID等短距离应用中,基于POA的测距比TOA具有相对更好的性能。

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