Phaser: enabling phased array signal processing on commodity WiFi access points

Jon Gjengset, Jie Xiong, Graeme McPhillips, K. Jamieson
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引用次数: 253

Abstract

Signal processing on antenna arrays has received much recent attention in the mobile and wireless networking research communities, with array signal processing approaches addressing the problems of human movement detection, indoor mobile device localization, and wireless network security. However, there are two important challenges inherent in the design of these systems that must be overcome if they are to be of practical use on commodity hardware. First, phase differences between the radio oscillators behind each antenna can make readings unusable, and so must be corrected in order for most techniques to yield high-fidelity results. Second, while the number of antennas on commodity access points is usually limited, most array processing increases in fidelity with more antennas. These issues work in synergistic opposition to array processing: without phase offset correction, no phase-difference array processing is possible, and with fewer antennas, automatic correction of these phase offsets becomes even more challenging. We present Phaser, a system that solves these intertwined problems to make phased array signal processing truly practical on the many WiFi access points deployed in the real world. Our experimental results on three- and five-antenna 802.11-based hardware show that 802.11 NICs can be calibrated and synchronized to a 20° median phase error, enabling inexpensive deployment of numerous phase-difference based spectral analysis techniques previously only available on costly, special-purpose hardware.
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相位器:在商用WiFi接入点上启用相控阵信号处理
天线阵列的信号处理近年来在移动和无线网络研究领域受到了广泛关注,阵列信号处理方法解决了人体运动检测、室内移动设备定位和无线网络安全等问题。但是,如果要在商品硬件上实际使用这些系统,就必须克服这些系统设计中固有的两个重要挑战。首先,每个天线后面的无线电振荡器之间的相位差会使读数无法使用,因此必须纠正,以便大多数技术产生高保真的结果。其次,虽然商品接入点上的天线数量通常是有限的,但大多数阵列处理的保真度随着天线的增加而增加。这些问题与阵列处理的协同作用是相反的:没有相位偏移校正,就不可能进行相位差阵列处理,并且天线数量较少,这些相位偏移的自动校正变得更具挑战性。我们提出了Phaser,一个解决这些相互交织的问题的系统,使相控阵信号处理在现实世界中部署的许多WiFi接入点上真正实用。我们在基于三天线和五天线的802.11硬件上的实验结果表明,802.11网卡可以校准和同步到20°的中位相位误差,从而可以廉价地部署许多基于相位差的频谱分析技术,这些技术以前只能在昂贵的专用硬件上使用。
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