WiDRa:利用载波相位在 Wi-Fi 中实现毫米级差分测距精度

Vishnu V. Ratnam;Bilal Sadiq;Hao Chen;Wei Sun;Shunyao Wu;Boon Loong Ng;Jianzhong Zhang
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摘要

虽然 Wi-Fi 是许多测距应用的理想技术,但当前方法的性能受到系统带宽的限制,导致精度低至 ~1 m。因此,本研究提出了基于 Wi-Fi 的差分测距解决方案 WiDRa,通过使用载波相位总和信息提供差分测距估计。所提出的方法不受系统带宽的限制,甚至可以跟踪比载波波长更小的测距变化。建议的方法首先从理论上进行了论证,同时考虑了影响 Wi-Fi 芯片的各种硬件损伤。在此过程中,还提出了将载波相位总和与硬件损伤隔离开来的方法。广泛的仿真结果表明,WiDRa能在里彦系数为7的信道中实现1毫米左右的差分范围估计均方根误差(RMSE)(与现有方法相比提高了100美元)。我们还在现成的 Wi-Fi 硬件上验证了拟议方法的可行性,在差分范围内,这些方法的 RMSE 值小于 1 mm。最后,提出了当前研究的局限性和未来的探索方向,以进一步挖掘 WiDRa 的潜力。
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WiDRa: Enabling Millimeter-Level Differential Ranging Accuracy in Wi-Fi Using Carrier Phase
Although Wi-Fi is an ideal technology for many ranging applications, the performance of current methods is limited by the system bandwidth, leading to low accuracy of ~1 m. For many applications, measuring differential range, viz., the change in the range between adjacent measurements, is sufficient. Correspondingly, this work proposes WiDRa - a Wi-Fi based Differential Ranging solution that provides differential range estimates by using the sum-carrier-phase information. The proposed method is not limited by system bandwidth and can track range changes even smaller than the carrier wavelength. The proposed method is first theoretically justified, while taking into consideration the various hardware impairments affecting Wi-Fi chips. In the process, methods to isolate the sum-carrier phase from the hardware impairments are proposed. Extensive simulation results show that WiDRa can achieve a differential range estimation root-mean-square-error (RMSE) of $\approx 1$ mm in channels with a Rician-factor $\geq 7$ (a $100 \times $ improvement to existing methods). The proposed methods are also validated on off-the-shelf Wi-Fi hardware to demonstrate feasibility, where they achieve an RMSE of <1 mm in the differential range. Finally, limitations of current investigation and future directions of exploration are suggested, to further tap into the potential of WiDRa.
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Table of Contents IEEE Open Access Publishing Guest Editorial Positioning and Sensing Over Wireless Networks—Part II TechRxiv: Share Your Preprint Research With the World! IEEE Journal on Selected Areas in Communications Publication Information
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