Around the Corner mmWave Imaging in Practical Environments

Laura Dodds, Hailan Shanbhag, Junfeng Guan, Saurabh Gupta, Haitham Hassanieh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We present the design, implementation, and evaluation of RFlect, a mmWave imaging system capable of producing around-the-corner high-resolution images in practical environments. RFlect leverages signals reflected off complex surfaces (e.g., poles, concave surfaces, or composition of multiple surfaces) to image objects that are not in the RF line-of-sight. RFlect models the reflections and introduces reconstruction algorithms for different types of surfaces. It also leverages a novel method for precisely mapping the location and geometry of the reflecting surface. We also derive the theoretical resolution and coverage for different reflecting surface geometries. We built a prototype of RFlect and performed extensive evaluations to demonstrate its ability to reconstruct the shape of objects around the corner, with an average Chamfer Distance of 2cm and 3D F-Score of 88.6%.

Original languageEnglish (US)
Title of host publicationACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking
PublisherAssociation for Computing Machinery
Pages953-967
Number of pages15
ISBN (Electronic)9798400704895
DOIs
StatePublished - Dec 4 2024
Event30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024 - Washington, United States
Duration: Nov 18 2024Nov 22 2024

Publication series

NameACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking

Conference

Conference30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024
Country/TerritoryUnited States
CityWashington
Period11/18/2411/22/24

Keywords

  • around-the-corner imaging
  • millimeter-wave
  • mmWave

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Software

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