Feasibility of Bluetooth Low Energy for motion capturing with Inertial Measurement Units

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorVeijalainen, Pyryen_US
dc.contributor.authorCharalambous, Themistoklisen_US
dc.contributor.authorWichman, Ristoen_US
dc.contributor.departmentDepartment of Electrical Engineering and Automationen
dc.contributor.departmentDepartment of Information and Communications Engineeringen
dc.contributor.groupauthorDistributed and Networked Control Systemsen
dc.contributor.groupauthorRisto Wichman Groupen
dc.contributor.organizationDistributed and Networked Control Systemsen_US
dc.date.accessioned2023-03-07T13:28:52Z
dc.date.available2023-03-07T13:28:52Z
dc.date.issued2023-04en_US
dc.descriptionPublisher Copyright: © 2023 The Authors
dc.description.abstractWireless Inertial Measurement Units provide motion capture data with a low hardware cost while offering a lot of mobility for the user. The current solutions rely on Wi-Fi or custom radio protocols, which are usually access point-centre having all the traffic routed through a single access point, limiting direct interaction capabilities with the surrounding devices. Bluetooth Low Energy (BLE) forms point-to-point networks directly between two devices without additional networking, thus, a BLE based motion capture suit could enable seamless direct cooperation between two robots or a human and a robot. In this paper, the feasibility of BLE 5 for motion capturing is investigated by designing and testing an implementation of such a motion capture system using existing commercial hardware. More specifically, a mobile phone was utilized as the receiver device for real-time visualization, whereas BLE sensors were used in order to test the feasibility of the technology for actual use and to identify the bottlenecks in the system for future optimizations. The designed prototype system achieved similar or better performance for the static accuracy and delays in the system when compared to the currently existing commercial suits, while providing a feasible throughput for real-time motion capturing.en
dc.description.versionPeer revieweden
dc.format.extent11
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationVeijalainen, P, Charalambous, T & Wichman, R 2023, 'Feasibility of Bluetooth Low Energy for motion capturing with Inertial Measurement Units', Journal of Network and Computer Applications, vol. 213, 103566. https://doi.org/10.1016/j.jnca.2022.103566en
dc.identifier.doi10.1016/j.jnca.2022.103566en_US
dc.identifier.issn1084-8045
dc.identifier.issn1095-8592
dc.identifier.otherPURE UUID: 18053330-277e-4129-b70d-e55bf57a4e69en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/18053330-277e-4129-b70d-e55bf57a4e69en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85148698053&partnerID=8YFLogxK
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/102371187/1_s2.0_S1084804522002077_main.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/119978
dc.identifier.urnURN:NBN:fi:aalto-202303072306
dc.language.isoenen
dc.publisherElsevier
dc.relation.ispartofseriesJournal of Network and Computer Applicationsen
dc.relation.ispartofseriesVolume 213en
dc.rightsopenAccessen
dc.subject.keywordBLEen_US
dc.subject.keywordEstimationen_US
dc.subject.keywordIMUen_US
dc.subject.keywordPoseen_US
dc.subject.keywordWirelessen_US
dc.titleFeasibility of Bluetooth Low Energy for motion capturing with Inertial Measurement Unitsen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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