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dc.contributor.authorKim, Taekyun
dc.contributor.authorKim, Sangbae
dc.contributor.authorLee, Dongjun
dc.date.accessioned2024-02-28T19:29:39Z
dc.date.available2024-02-28T19:29:39Z
dc.date.issued2023-03
dc.identifier.issn2377-3766
dc.identifier.issn2377-3774
dc.identifier.urihttps://hdl.handle.net/1721.1/153603
dc.description.abstractWe propose a new neck design for legged robots to achieve robust visual-inertial state estimation in dynamic locomotion. While visual-inertial state estimation is widely used in robotics, it has a problem of being disturbed by the impacts and vibration generated when legged robots move dynamically. The use of rubber dampers may be a solution, but even if the dampers are proper for some gaits, they may be excessively deformed or resonated at certain frequencies during other gait locomotion since they are not tunable. To address this problem, we develop a tunable neck system that absorbs the impacts and vibration during diverse gait locomotions. This neck system consists of two components: 1) a suspension mechanism that compensates for the weight of the head equipped with a camera and IMU (inertial measurement unit), absorbs the impacts and the head motion of high frequencies including vibration as a fixed low-pass filter; and 2) a dynamic vibration absorber (DVA) that can be reactively-adjusted to diverse gait frequencies to alleviate excessive head movements. We present a dynamics analysis of the neck system and show how to adjust the target frequency of the system. Simulation and experimental validation are performed to verify the effect of the proposed neck design, manifesting superior estimation performance and robustness across diverse gaits.en_US
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.relation.isversionof10.1109/lra.2023.3240369en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceInstitute of Electrical and Electronics Engineersen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectControl and Optimizationen_US
dc.subjectComputer Science Applicationsen_US
dc.subjectComputer Vision and Pattern Recognitionen_US
dc.subjectMechanical Engineeringen_US
dc.subjectHuman-Computer Interactionen_US
dc.subjectBiomedical Engineeringen_US
dc.subjectControl and Systems Engineeringen_US
dc.titleTunable Impact and Vibration Absorbing Neck for Robust Visual-Inertial State Estimation for Dynamic Legged Robotsen_US
dc.typeArticleen_US
dc.identifier.citationT. Kim, S. Kim and D. Lee, "Tunable Impact and Vibration Absorbing Neck for Robust Visual-Inertial State Estimation for Dynamic Legged Robots," in IEEE Robotics and Automation Letters, vol. 8, no. 3, pp. 1431-1438, March 2023.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Mechanical Engineering
dc.relation.journalIEEE Robotics and Automation Lettersen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2024-02-28T19:12:02Z
dspace.orderedauthorsKim, T; Kim, S; Lee, Den_US
dspace.date.submission2024-02-28T19:12:04Z
mit.journal.volume8en_US
mit.journal.issue3en_US
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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