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3D Localization for Subcentimeter-Sized Devices.

Authors :
Nandakumar, Rajalakshmi
Iyer, Vikram
Gollakota, Shyamnath
Source :
Communications of the ACM. Mar2021, Vol. 64 Issue 3, p117-125. 9p. 1 Color Photograph, 4 Diagrams, 9 Graphs.
Publication Year :
2021

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. Although 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 because 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 such as homes and hospitals. To this end, we introduce a multiband backscatter prototype that operates across 900MHz, 2.4GHz, and 5GHz and can extract the backscatter phase information from signals that are below the noise floor. We build subcentimeter-sized prototypes that consume 93 µW and could last five to ten years on button cell batteries. We achieved ranges of up to 60m away from the AP and accuracies of 2, 12, 50, and 145 cm at 1, 5, 30, and 60m, 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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00010782
Volume :
64
Issue :
3
Database :
Academic Search Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
148915078
Full Text :
https://doi.org/10.1145/3446782