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Uncertainty and Fuzzy Modeling in Human-Robot Navigation
Örebro universitet, Institutionen för naturvetenskap och teknik. (AASS MRO Lab)
Örebro universitet, Institutionen för naturvetenskap och teknik. (AASS MRO Lab)ORCID-id: 0000-0003-0217-9326
2019 (engelsk)Inngår i: Proceedings of the 11th International Joint Conference on Computational Intelligence: Volume 1 (FCTA), SciTePress, 2019, s. 296-305Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The interaction between humans and mobile robots in shared areas requires a high level of safety especially at the crossings of the trajectories of humans and robots. We discuss the intersection calculation and its fuzzy version in the context of human-robot navigation with respect to noise information. Based on known parameters of the Gaussian input distributions at the orientations of human and robot the parameters of the output distributions at the intersection are to be found by analytical and fuzzy calculation. Furthermore the inverse task is discussed where the parameters of the output distributions are given and the parameters of the input distributions are searched. For larger standard deviations of the orientation signals we suggest mixed Gaussian models as approximation of nonlinear distributions.

sted, utgiver, år, opplag, sider
SciTePress, 2019. s. 296-305
Emneord [en]
Human-robot Interaction, Navigation, Fuzzy Modeling, Gaussian Noise
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
URN: urn:nbn:se:oru:diva-79741DOI: 10.5220/0008344902960305ISI: 000571773900032Scopus ID: 2-s2.0-85074259882ISBN: 978-989-758-384-1 (tryckt)OAI: oai:DiVA.org:oru-79741DiVA, id: diva2:1391189
Konferanse
11th International Joint Conference on Computational Intelligence - Volume 1 (FCTA), Vienna, Austria, September 17-19, 2019
Forskningsfinansiär
Knowledge Foundation, 20140220
Merknad

Funding Agency:

AIR-project, Action and Intention Recognition in Human Interaction with Autonomous Systems

Tilgjengelig fra: 2020-02-03 Laget: 2020-02-03 Sist oppdatert: 2020-10-08bibliografisk kontrollert

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Uncertainty and Fuzzy Modelingin Human-robot Navigation(3619 kB)524 nedlastinger
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Palm, RainerLilienthal, Achim J.

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