Review of the Open Datasets for Contactless Sensing

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dc.contributor.authorLiang, Kangyue
dc.contributor.authorChen, Junxin
dc.contributor.authorHe, Tongyue
dc.contributor.authorWang, Wei
dc.contributor.authorSingh, Amit Kumar
dc.contributor.authorRawat, Danda B.
dc.contributor.authorSong, Houbing
dc.contributor.authorLyu, Zhihan
dc.date.accessioned2024-01-23T22:57:37Z
dc.date.available2024-01-23T22:57:37Z
dc.date.issued2024-01-09
dc.description.abstractRecent years have witnessed the increasing popularity and dramatic progress of contactless sensing technologies, which are able to conduct remote signal acquisition without body contact. Both the physical signs and the physiological parameters can be acquired with contactless sensing. This paper introduces popular contactless sensing technologies, explores their application scenarios, and delves into the underlying theoretical principles. It comprehensively reviews the open datasets released in this field, encompassing collection scenarios, sample counts, data formats, and volunteer information. The performance baseline, typical work, and accessible links are also furnished. In addition, it includes discussions on the primary challenges and potential solutions in the context of contactless sensing with open datasets. Finally, suggestions for establishing a high-quality dataset are also given to the community.
dc.description.urihttps://ieeexplore.ieee.org/document/10387166
dc.format.extent23 pages
dc.genrejournal articles
dc.genrepostprints
dc.identifier.citationLiang, Kangyue, Junxin Chen, Tongyue He, Wei Wang, Amit Kumar Singh, Danda B. Rawat, Houbing Song, and Zhihan Lyu. “Review of the Open Datasets for Contactless Sensing.” IEEE Internet of Things Journal, 2024, 1–1. https://doi.org/10.1109/JIOT.2024.3351838.
dc.identifier.urihttps://doi.org/10.1109/JIOT.2024.3351838
dc.identifier.urihttp://hdl.handle.net/11603/31449
dc.language.isoen_US
dc.publisherIEEE
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Information Systems Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rights© 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
dc.titleReview of the Open Datasets for Contactless Sensing
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-2631-9223

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