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Fuzzy logic and control in Human-Robot Systems: geometrical and kinematic considerations
Örebro universitet, Institutionen för naturvetenskap och teknik. (AASS)
Örebro universitet, Institutionen för naturvetenskap och teknik. (AASS)ORCID-id: 0000-0003-0217-9326
2018 (engelsk)Inngår i: WCCI 2018: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / [ed] IEEE, IEEE, 2018, s. 827-834Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The interaction between humans and mobile robots in shared areas requires adequate control for both humans and robots.The online path planning of the robot depending on the estimated or intended movement of the person is crucial for the obstacle avoidance and close cooperation between them. The velocity obstacles method and its fuzzification optimizes the relationship between the velocities of a robot and a human agent during the interaction. In order to find the estimated intersection between robot and human in the case of positions/orientations disturbed by noise, analytical and fuzzified versions are presented. The orientation of a person is estimated by eye tracking, with the help of which the intersection area is calculated. Eye tracking leads to clusters of fixations that are condensed into cluster centers by fuzzy-time clustering to detect the intention and attention of humans.

sted, utgiver, år, opplag, sider
IEEE, 2018. s. 827-834
Emneord [en]
Human-robot interaction, fuzzy control, obstacle avoidance, eye tracking
HSV kategori
Forskningsprogram
Människa-dator interaktion
Identifikatorer
URN: urn:nbn:se:oru:diva-68021ISBN: 978-1-5090-6020-7 (digital)OAI: oai:DiVA.org:oru-68021DiVA, id: diva2:1234103
Konferanse
FUZZ-IEEE 2018, Rio de Janeiro, Brazil, 8-13 July, 2018
Tilgjengelig fra: 2018-07-23 Laget: 2018-07-23 Sist oppdatert: 2025-02-09bibliografisk kontrollert

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Totalt: 398 treff
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