Probabilistic Mapping of Spatial Motion Patterns for Mobile Robots - Couverture souple

Kucner, Tomasz Piotr; Lilienthal, Achim J.; Magnusson, Martin; Palmieri, Luigi; Srinivas Swaminathan, Chittaranjan

Couverture souple

ISBN 10 : 3030418103 ISBN 13 : 9783030418106

Editeur : Springer, 2021

Synopsis

Introduction.- Maps of Dynamics.- Modelling Motion Patterns with CT-Map.- Modelling Motion Patterns with CLiFF-Map.- Motion Planning using MoDs.- Closing Remarks.

A propos du livre

À propos de l?auteur

Tomasz Piotr Kucner received his B.Sc. in Computer Management Systems inManufacturing (2011) and M.Sc. in Robotics (2012) at Wroclaw University of Tech-nology. In 2018, he received a tekn. dr. (Ph. D.) degree from Örebro University.During his PhD studies he was part of KKS research project ALLO and EU FP7research rpoject SPENCER. His work in these projects was focussed on buildingspatial models of dynamics. Dr. Kucner currently works as Post-doctoral researcherin the Mobile Robotics & Olfaction lab of AASS at Örebro University, Sweden. He ismainly involved in the EU H2020 research project ILIAD, where he is working withmethods for automatic map quality assessment and building spatio-temporal modelsof dynamics.
Achim J. Lilienthal is full professor of Computer Science at Örebro Universitywhere he leads the Mobile Robotics and Olfaction (MRO) Lab. His core researchinterests are perception systems in unconstrained, dynamic environments. Typicallybased on approaches that leverage domain knowledge and Artificial Intelligence, hisresearch work addresses rich 3D perception and navigation of autonomous transportrobots, mobile robot olfaction, human robot interaction and mathematics educationresearch. Achim J. Lilienthal obtained his Ph.D. in computer science from TübingenUniversity. The Ph.D. thesis addresses gas distribution mapping and gas source lo-calisation with mobile robots. He has published more than 250 refereed conferencepapers and journal articles and is senior member of IEEE.
Martin Magnusson is currently docent (associate professor) in Computer Scienceat the Center of Applied Autonomous Sensor Systems (AASS), Örebro University, Sweden. He received his M.Sc. degree in Computer Science from Uppsala University, Sweden, in 2004 and Ph.D. degree from Örebro University in 2009. Dr. Magnussonhas been vice-chair of the working group for the IEEE/RAS standards for 2D and 3Dmap representations and is deputy chair for the eu-Robotics topic group on robotsfor logistics and transport. His research interests include 3D perception (includingefficient and versatile 3D surface representations), creation and usage of robot mapsthat go beyond mere geometry, and methods for making use of heterogeneous mapswith high uncertainty.
Luigi Palmieri is a research scientist at Robert Bosch GmbH - Corporate Re-search. His research focuses currently on the topic of motion planning and control incluttered and dynamic environments for wheeled mobile robotics, machine learningand social-navigation. He earned his PhD degree in robot motion planning from theUniversity of Freiburg, Germany. During his PhD he was responsible for the motionplanning task of the EU FP7 project Spencer. He currently has the same responsi-bility in the EU H2020 project ILIAD. He has co-authored multiple papers at RA-L, ICRA, IROS, IJRR, FSR about combinations of motion planning with control, search, machine learning and human motion prediction.
Chittaranjan Srinivas Swaminathan is a doctoral student in Computer Scienceat Örebro University, Sweden. He received his M.Sc. degree in Computer Sciencefrom Örebro University in June, 2017, and his Bachelor of Technology in Mecha-tronics from SASTRA University, Thanjavur, India, in September, 2012. His interestsinclude motion planning, control and multi-agent coordination in dynamic environ-ments. He is also involved in the software integration and motion planning tasks inthe EU H2020 project ILIAD.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2021
• Langue: anglais
• ISBN 10: 3030418103
• ISBN 13: 9783030418106
• Reliure: Broché
• Nombre de pages: 180
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