TY - GEN
T1 - Around the Corner mmWave Imaging in Practical Environments
AU - Dodds, Laura
AU - Shanbhag, Hailan
AU - Guan, Junfeng
AU - Gupta, Saurabh
AU - Hassanieh, Haitham
N1 - We thank the anonymous reviewers and the SENS group (especially Samah Hussein, Jiaming Wang, and Arman Maghsoudnia) for their help and feedback. This research is sponsored by EPFL.
PY - 2024/12/4
Y1 - 2024/12/4
N2 - 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%.
AB - 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%.
KW - around-the-corner imaging
KW - millimeter-wave
KW - mmWave
UR - http://www.scopus.com/inward/record.url?scp=105002399407&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=105002399407&partnerID=8YFLogxK
U2 - 10.1145/3636534.3690671
DO - 10.1145/3636534.3690671
M3 - Conference contribution
AN - SCOPUS:105002399407
T3 - ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking
SP - 953
EP - 967
BT - ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking
PB - Association for Computing Machinery
T2 - 30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024
Y2 - 18 November 2024 through 22 November 2024
ER -