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TDOA-based passive localization of standard WiFi devices

机译:基于TDOA的标准WiFi器件的被动定位

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摘要

Indoor location-based service has widespread applications. With the ubiquitous deployment of WiFi systems, it is of significant interest to provide location-based service using standard WiFi devices. Most of the existing WiFi-based localization techniques are based on Received Signal Strength (RSS) measurements. As the bandwidth of WiFi systems increases, it is possible to achieve accurate timing-based positioning. This work presents a WiFi-based positioning system that has been developed at CSIRO as a research platform, where target devices are located using passive sniffers that measure the Time Difference of Arrival (TDOA) of the packets transmitted by the target devices. This work describes the architecture, hardware, and algorithms of the system, including the techniques used for clock synchronizing and system calibration. It is shown experimentally that the positioning error is 23 cm in open spaces and 1.5 m in an indoor office environment for a 80MHz WiFi system. The system can be used to track standard WiFi devices passively without interfering with the existing WiFi infrastructure, and is ideal for security applications.
机译:基于室内位置的服务具有广泛的应用。随着WiFi系统的无处不在的部署,使用标准WiFi设备提供基于位置的服务是重大兴趣。基于WiFi的大多数本地化技术基于接收的信号强度(RSS)测量。随着WiFi系统的带宽增加,可以实现基于准确的定时定位。这项工作介绍了基于WiFi的定位系统,该系统已在CSIRO作为研究平台上开发,其中目标设备使用用于测量目标设备传输的数据包的到达时间差(TDOA)的时差。这项工作描述了系统的体系结构,硬件和算法,包括用于时钟同步和系统校准的技术。实验显示,定位误差在开放空间中为23厘米,为80MHz WiFi系统的室内办公环境中为1.5米。该系统可用于跟踪标准WiFi器件,而不会干扰现有的WiFi基础架构,是安全应用的理想选择。

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