9783030692490 - vision-based mobile robot control and path planning algorithms in obstacle environments using type-2 fuzzy logic (studies in fuzziness and soft computing, band 407) von dirik, mahmut; castillo, oscar; kocamaz, fatih (3 Ergebnisse)
Sprache: Englisch
Verlag: Springer, 2022
Serie: Buch 173 von 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Weitere BilderSprache: Englisch
Verlag: Springer, 2022
Serie: Buch 173 von 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Taschenbuch. Zustand: Neu. Vision-Based Mobile Robot Control and Path Planning Algorithms in Obstacle Environments Using Type-2 Fuzzy Logic | Mahmut Dirik (u. a.) | Taschenbuch | Studies in Fuzziness and Soft Computing | xviii | Englisch | 2022 | Springer | EAN 9783030692490 | Verantwortliche Person für die EU: Springer Verlag G…mbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Sprache: Englisch
Verlag: Springer International Publishing, 2022
Serie: Buch 173 von 183 - Studies in Fuzziness and Soft Computing
- Softcover
Anbieter: AHA-BUCH GmbH, Einbeck, DeutschlandAHA-BUCH GmbH
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book includes topics, such as: path planning, avoiding obstacles, following the path, go-to-goal control, localization, and visual-based motion control. The theoretical concepts are illustrated with a developed control architecture with soft comp…uting and artificial intelligence methods. The proposed vision-based motion control strategy involves three stages. The first stage consists of the overhead camera calibration and the configuration of the working environment. The second stage consists of a path planning strategy using several traditional path planning algorithms and proposed planning algorithm. The third stage consists of the path tracking process using previously developed Gauss and Decision Tree control approaches and the proposed Type-1 and Type-2 controllers. Two kinematic structures are utilized to acquire the input values of controllers. These are Triangle Shape-Based Controller Design, which was previously developed and Distance-BasedTriangle Structure that is used for the first time in conducted experiments. Four different control algorithms, Type-1 fuzzy logic, Type-2 Fuzzy Logic, Decision Tree Control, and Gaussian Control have been used in overall system design. The developed system includes several modules that simplify characterizing the motion control of the robot and ensure that it maintains a safe distance without colliding with any obstacles on the way to the target. The topics of the book are extremely relevant in many areas of research, as well as in education in courses in computer science, electrical and mechanical engineering and in mathematics at the graduate and undergraduate levels.
