SONDAR: Size and Shape Measurements Using Acoustic Imaging

dc.contributor.authorLiang, Xiaoxuan
dc.contributor.authorWei, Zhaolong
dc.contributor.authorLi, Dong
dc.contributor.authorXiong, Jie
dc.contributor.authorGummeson, Jeremy
dc.date.accessioned2025-02-13T17:56:01Z
dc.date.available2025-02-13T17:56:01Z
dc.date.issued2024-10-01
dc.descriptionMobiHoc '24: Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Athens Greece, October 14 - 17, 2024
dc.description.abstractAcoustic signal has been used to sense important contextual information of targets such as location and movement. This paper explores its potential for measuring the geometric information of moving targets, i.e., shape and size. We propose SONDAR, a novel shape and size measurement system using Inverse Synthetic Aperture Radar (ISAR) imaging on commodity devices. We first design a Doppler-free echo alignment method to accurately align target reflections even if there exists a severe Doppler effect. Then we down-convert the received signals reflected from multiple scatter points on the target and construct a modulated downchirp signal to generate the image. We further develop a lightweight approach to extract the geometric information from a 2-D frequency image. We implement and evaluate a proof-of-concept system on both a Bela platform and a smartphone. Extensive experiments show that we can correctly estimate the target shape and achieve a millimeterlevel size measurement accuracy. Our system can achieve high accuracies even when the target moves along a deviated trajectory, at a relatively high speed, and under obstruction.
dc.description.urihttps://dl.acm.org/doi/10.1145/3641512.3686359
dc.format.extent10 pages
dc.genreconference papers and proceedings
dc.identifierdoi:10.13016/m2syps-ckgk
dc.identifier.citationLiang, Xiaoxuan, Zhaolong Wei, Dong Li, Jie Xiong, and Jeremy Gummeson. “SONDAR: Size and Shape Measurements Using Acoustic Imaging.” Proceedings of the Twenty-Fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, MobiHoc ’24, October 1, 2024, 361–70. https://doi.org/10.1145/3641512.3686359.
dc.identifier.urihttps://doi.org/10.1145/3641512.3686359
dc.identifier.urihttp://hdl.handle.net/11603/37670
dc.language.isoen_US
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department
dc.relation.ispartofUMBC Faculty Collection
dc.rightsAttribution 4.0 International CC BY 4.0 Deed
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleSONDAR: Size and Shape Measurements Using Acoustic Imaging
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-3144-5104

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