Enabling Real-Time Indoor Tracking of IoT Devices through Visible Light Retroreflection

Document Type

Article

Publication Date

4-1-2020

Abstract

Visible light communication (VLC)-based indoor localization approaches enjoy many advantages, such as utilizing ubiquitous lighting infrastructure, high location accuracy, and no interruption to RF-based devices. However, existing VLC-based localization methods lack a real-time backward channel from the device to landmarks and necessitate computation at the device, which make them unsuitable for real-time tracking of small IoT devices. In this paper, we propose and prototype RETRO, that establishes an almost zero-delay backward channel by retroreflection. RETRO localizes passive IoT devices without requiring computation and heavy sensing (e.g., camera) at the devices. Multiple photodiodes (i.e., landmarks) are mounted on any single unmodified light source to sense the retroreflected optical signal (i.e., location signature). We derive a closed-form expression, which is validated by experiments and ray tracing simulations, for the reflected optical power relative to the location and the orientation of the retroreflector. The expression is applied to a received signal strength indicator and trilateration based localization algorithm. Extensive experiments demonstrate centimeter-level location accuracy and single-digit angular error. For practicality concern, to mitigate the thickness problem of a single retroreflector, the capabilities of different retroreflector arrays are studied. The range of the localization system is theoretically evaluated for different light emission patterns.

Identifier

85081645581 (Scopus)

Publication Title

IEEE Transactions on Mobile Computing

External Full Text Location

https://doi.org/10.1109/TMC.2019.2901665

e-ISSN

15580660

ISSN

15361233

First Page

836

Last Page

851

Issue

4

Volume

19

Grant

CNS-1617924

Fund Ref

National Science Foundation

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