mTrack: High-Precision Passive Tracking Using Millimeter Wave Radios

Teng Wei, Xinyu Zhang
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引用次数: 239

Abstract

Radio-based passive-object sensing can enable a new form of pervasive user-computer interface. Prior work has employed various wireless signal features to sense objects under a set of predefined, coarse motion patterns. But an operational UI, like a trackpad, often needs to identify fine-grained, arbitrary motion. This paper explores the feasibility of tracking a passive writing object (e.g., pen) at sub-centimeter precision. We approach this goal through a practical design, mTrack, which uses highly-directional 60 GHz millimeter-wave radios as key enabling technology. mTrack runs a discrete beam scanning mechanism to pinpoint the object's initial location, and tracks its trajectory using a signal-phase based model. In addition, mTrack incorporates novel mechanisms to suppress interference from background reflections, taking advantage of the short wavelength of 60 GHz signals. We prototype mTrack and evaluate its performance on a 60 GHz reconfigurable radio platform. Experimental results demonstrate that mTrack can locate/track a pen with 90-percentile error below 8 mm, enabling new applications such as wireless transcription and virtual trackpad.
mTrack:使用毫米波无线电进行高精度无源跟踪
基于无线电的被动目标传感可以实现一种新型的普适用户-计算机界面。先前的工作采用各种无线信号特征来感知一组预定义的粗糙运动模式下的物体。但像触控板这样的可操作UI通常需要识别细粒度的任意动作。本文探讨了以亚厘米精度跟踪被动书写对象(如笔)的可行性。我们通过实际设计mTrack来实现这一目标,该设计使用高定向60 GHz毫米波无线电作为关键使能技术。mTrack使用离散波束扫描机制来精确定位物体的初始位置,并使用基于信号相位的模型跟踪其轨迹。此外,mTrack结合了新的机制来抑制来自背景反射的干扰,利用60 GHz的短波长信号。我们对mTrack进行了原型设计,并在60 GHz可重构无线电平台上对其性能进行了评估。实验结果表明,mTrack可以定位/跟踪钢笔,90%的误差小于8毫米,从而实现无线转录和虚拟触控板等新应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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