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Topological Mapping and Navigation in Real-World Environments

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서명/저자사항Topological Mapping and Navigation in Real-World Environments.
개인저자Johnson, Collin Eugene.
단체저자명University of Michigan. Computer Science & Engineering.
발행사항[S.l.]: University of Michigan., 2018.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2018.
형태사항164 p.
기본자료 저록Dissertation Abstracts International 79-12B(E).
Dissertation Abstract International
ISBN9780438125360
학위논문주기Thesis (Ph.D.)--University of Michigan, 2018.
일반주기 Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Adviser: Benjamin Kuipers.
요약We introduce the Hierarchical Hybrid Spatial Semantic Hierarchy (H 2SSH), a hybrid topological-metric map representation. The H2SSH provides a more scalable representation of both small and large structures in the world than existing topological
요약Constructing an H2SSH map of the environment requires understanding both its local and global structure. We present a place detection and classification algorithm to create a semantic map representation that parses the free space in the local en
요약For navigation, we have integrated the H2SSH with Model Predictive Equilibrium Point Control (MPEPC) to provide safe and efficient motion planning for our robotic wheelchair, Vulcan. However, navigation in human environments entails more than sa
일반주제명Computer science.
Robotics.
언어영어
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