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Human-Aware Motion Planning for Mobile Robots in Social Encounters

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Titel Human-Aware Motion Planning for Mobile Robots in Social Encounters
Autor Rösmann, Christoph
Oeljeklaus, Malte
Hoffmann, Frank
Bertram, Torsten
Lizenz CC-Namensnennung 3.0 Unported:
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DOI 10.5446/15418
Herausgeber TU Dortmund, Lehrstuhl für Regelungssystemtechnik
Erscheinungsjahr 2014
Sprache Stummfilm
Produktionsjahr 2014
Produktionsort Dortmund

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Fachgebiet Technik
Abstract This video presents the implicitly coordinated motion model (ICMM), a novel motion model for the prediction, planning and coordination of agent trajectories in multi-agent encounters. It explicitly incorporates the social cooperation between humans and mobile robots. Parameters of the ICMM are identified from recorded actual encounters among groups of humans using methods from inverse optimal control. The agents' trajectories are optimized using the Timed-Elastic-Band framework [1,2] considering multiple conflicting objectives such as fastest path, minimal spatial separtion among agents, (kino-)dynamic constraints but also global proxemic aspects such as coherent motion of social groups and a prefered side of passing each other. The recorded dataset contains 73 recorded encounters with up to five humans and a total of 283 individual trajectories. Technical note: the program running in this video has been compiled in debug mode. Compilation with release settings results in a speedup factor of 7. Time-line: 00:09 Parallel trajectory optimization in alternative homotopy classes 00:50 Parallel trajectory optimization with dynamic homotopy class exploration 01:37 TEB selection and implictly coordinated motion model (ICMM) 02:24 Simulations of social encounters 04:11 Using the ICMM on a mobile robot
Schlagwörter mobile robots
inverse optimal control
social robotics
proxemics
timed elastic band
motion planning
prediction
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