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" Autonomy and unmanned vehicles : "
Somaiyeh MahmoudZadeh, David M.W. Powers, Reza Bairam Zadeh.
Document Type
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BL
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Record Number
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890140
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Main Entry
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MahmoudZadeh, Somaiyeh
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Title & Author
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Autonomy and unmanned vehicles : : augmented reactive mission and motion planning architecture /\ Somaiyeh MahmoudZadeh, David M.W. Powers, Reza Bairam Zadeh.
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Publication Statement
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Singapore :: Springer,, [2019]
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Series Statement
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Cognitive science and technology
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Page. NO
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1 online resource :: illustrations (some color)
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ISBN
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9789811322440
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: 9789811322457
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: 9789811322464
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: 9789811347559
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: 9811322449
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: 9811322457
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: 9811322465
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: 9811347557
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9789811322440
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Bibliographies/Indexes
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Includes bibliographical references.
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Contents
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Introduction to Autonomy and Applications -- State-of-the-art in UVs' Autonomous Mission Planning and Task Managing Approach -- State-of-the-art in UVs' Autonomous Motion Planning -- Advancing Autonomy by Developing a Mission Planning Architecture -- Mission Planning in Terms of Task-Time Management and Routing -- AUV Online Real-Time Motion Planning -- Augmented Reactive Mission Planning Architecture.
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Abstract
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This book addresses higher-lower level decision autonomy for autonomous vehicles, and discusses the addition of a novel architecture to cover both levels. The proposed framework's performance and stability are subsequently investigated by employing different meta-heuristic algorithms. The performance of the proposed architecture is shown to be largely independent of the algorithms employed; the use of diverse algorithms (subjected to the real-time performance of the algorithm) does not negatively affect the system's real-time performance. By analyzing the simulation results, the book demonstrates that the proposed model provides perfect mission timing and task management, while also guaranteeing secure deployment. Although mainly intended as a research work, the book's review chapters and the new approaches developed here are also suitable for use in courses for advanced undergraduate or graduate students.
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Subject
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Computational intelligence.
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Subject
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Vehicles, Remotely piloted-- Automatic control.
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Subject
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Computational intelligence.
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Subject
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TECHNOLOGY ENGINEERING-- Engineering (General)
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Dewey Classification
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629.23
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LC Classification
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TL152.8
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Added Entry
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Powers, David M. W.
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Zadeh, Reza Bairam
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