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Sub-nanosecond time of flight on commercial Wi-Fi cards

机译:商用Wi-Fi卡上的亚纳秒时间

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摘要

Time-of-flight, i.e., the time incurred by a signal to travel from transmitter to receiver, is perhaps the most intuitive way to measure distances using wireless signals. It is used in major positioning systems such as GPS, RADAR, and SONAR. However, attempts at using time-of-flight for indoor localization have failed to deliver acceptable accuracy due to fundamental limitations in measuring time on Wi-Fi and other RF consumer technologies. While the research community has developed alternatives for RF-based indoor localization that do not require time-of-flight, those approaches have their own limitations that hamper their use in practice. In particular, many existing approaches need receivers with large antenna arrays while commercial Wi-Fi nodes have two or three antennas. Other systems require fingerprinting the environment to create signal maps. More fundamentally, none of these methods support indoor positioning between a pair of Wi-Fi devices without third party support. In this thesis, we present a set of algorithms that measure the time-of-flight to sub-nanosecond accuracy on commercial Wi-Fi cards. We implement these algorithms and demonstrate a system that achieves accurate device-to-device localization, i.e. enables a pair of Wi-Fi devices to locate each other without any support from the infrastructure, not even the location of the access points.
机译:飞行时间,即信号从发射机到接收机的传播时间,可能是使用无线信号测量距离的最直观的方法。它用于主要的定位系统,例如GPS,RADAR和SONAR。但是,由于在Wi-Fi和其他RF消费技术上测量时间的基本限制,尝试使用飞行时间进行室内定位的尝试未能提供可接受的精度。尽管研究界已经开发出了不需要飞行时间的基于RF的室内定位的替代方案,但是这些方法有其自身的局限性,妨碍了它们在实践中的使用。特别是,许多现有方法都需要具有大型天线阵列的接收器,而商用Wi-Fi节点则具有两个或三个天线。其他系统需要对环境进行指纹识别以创建信号图。从根本上讲,这些方法都不支持没有第三方支持的一对Wi-Fi设备之间的室内定位。在本文中,我们提出了一套算法,可测量商用Wi-Fi卡上飞行时间至亚纳秒的精度。我们将实现这些算法,并演示一种可实现精确的设备到设备定位的系统,即使一对Wi-Fi设备能够相互定位而无需基础架构的任何支持,甚至无需接入点的位置。

著录项

  • 作者

    Vasisht, Deepak;

  • 作者单位
  • 年度 2015
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  • 原文格式 PDF
  • 正文语种 eng
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