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Feasibility and limits of wi-fi imaging

Published: 03 November 2014 Publication History

Abstract

We explore the feasibility of achieving computational imaging using Wi-Fi signals. To achieve this, we leverage multi-path propagation that results in wireless signals bouncing off of objects before arriving at the receiver. These reflections effectively light up the objects, which we use to perform imaging. Our algorithms separate the multi-path reflections from different objects into an image. They can also extract depth information where objects in the same direction, but at different distances to the receiver, can be identified. We implement a prototype wireless receiver using USRP-N210s at 2.4 GHz and demonstrate that it can image objects such as leather couches and metallic shapes in line-of-sight and non-line-of-sight scenarios. We also demonstrate proof-of-concept applications including localization of static humans and objects, without the need for tagging them with RF devices. Our results show that we can localize static human subjects and metallic objects with a median accuracy of 26 and 15 cm respectively. Finally, we discuss the limits of our Wi-Fi based approach to imaging.

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    cover image ACM Conferences
    SenSys '14: Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems
    November 2014
    380 pages
    ISBN:9781450331432
    DOI:10.1145/2668332
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    Published: 03 November 2014

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    Author Tags

    1. wi-fi imaging
    2. wireless sensing

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    • (2024)Wi2DMeasure: WiFi-based 2D Object Size MeasurementProceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems10.1145/3666025.3699336(253-266)Online publication date: 4-Nov-2024
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