3D Localization for Sub-Centimeter Sized Devices

R. Nandakumar, Vikram Iyer, Shyamnath Gollakota
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引用次数: 86

Abstract

The vision of tracking small IoT devices runs into the reality of localization technologies --- today it is difficult to continuously track objects through walls in homes and warehouses on a coin cell battery. While Wi-Fi and ultra-wideband radios can provide tracking through walls, they do not last more than a month on small coin and button cell batteries since they consume tens of milliwatts of power. We present the first localization system that consumes microwatts of power at a mobile device and can be localized across multiple rooms in settings like homes and hospitals. To this end, we introduce a multi-band backscatter prototype that operates across 900 MHz, 2.4 and 5 GHz and can extract the backscatter phase information from signals that are below the noise floor. We build sub-centimeter sized prototypes which consume 93 μW and could last five to ten years on button cell batteries. We achieved ranges of up to 60 m away from the AP and accuracies of 2, 12, 50 and 145 cm at 1, 5, 30 and 60 m respectively. To demonstrate the potential of our design, we deploy it in two real-world scenarios: five homes in a metropolitan area and the surgery wing of a hospital in patient pre-op and post-op rooms as well as storage facilities.
亚厘米尺寸设备的三维定位
跟踪小型物联网设备的愿景遇到了本地化技术的现实——今天,很难通过硬币电池连续跟踪家庭和仓库中的墙壁中的物体。虽然Wi-Fi和超宽带无线电可以提供隔墙跟踪,但由于它们消耗数十毫瓦的电力,它们使用小型硬币和纽扣电池的时间不会超过一个月。我们展示了第一个在移动设备上消耗微瓦功率的定位系统,可以在家庭和医院等环境中的多个房间进行定位。为此,我们介绍了一个工作在900 MHz, 2.4和5 GHz的多频段反向散射原型,可以从低于噪声底的信号中提取反向散射相位信息。我们制造了亚厘米大小的原型,消耗93 μW,使用纽扣电池可以使用5到10年。我们实现了距离AP 60米的距离,在1、5、30和60米处的精度分别为2、12、50和145厘米。为了展示我们设计的潜力,我们将其部署在两个现实世界的场景中:一个是大都市地区的五个家庭,另一个是医院的外科病房,包括术前和术后病房以及存储设施。
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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