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Principles of robot motion : theory, algorithms, and implementation / Howie Choset [and others]

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This text reflects the great advances in the field that have taken place in the last ten years, including sensor-based planning, probabilistic planning, localization and mapping, and motion planning for dynamic and nonholonomic systems. Its presentation makes the mathematical underpinnings of robot...

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Bibliographic Details
Other Authors: Choset, Howie M.
Format: Book
Language:English
Published: Cambridge, Mass. : MIT Press, ©2005.
Series:Intelligent robotics and autonomous agents.
Subjects:
Robots > Motion.

MARC

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245 0 0 |a Principles of robot motion :  |b theory, algorithms, and implementation /  |c Howie Choset [and others] 
260 |a Cambridge, Mass. :  |b MIT Press,  |c ©2005. 
300 |a xix, 603 pages :  |b illustrations ;  |c 24 cm. 
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490 1 |a Intelligent robotics and autonomous agents. 
500 |a "A Bradford book." 
504 |a Includes bibliographical references (pages 565-596) and index. 
505 0 |a 1. Introduction -- 2. Bug algorithms -- 3. Configuration space -- 4. Potential functions -- 5. Roadmaps -- 6. Cell decompositions -- 7. Sampling-based algorithms -- 8. Kalman filtering -- 9. Bayesian methods -- 10. Robot dynamics -- 11. Trajectory planning -- 12. Nonholonomic and underactuated systems -- Appendixes : A. Mathematical notations ; B. Basic set definitions ; C. Topology and metric spaces ; D. Curve tracing ; E. Representations of orientation ; F. Polyhedral robots in polyhedral worlds ; G. Analysis of algorithms and complexity classes ; H. Graph representation and basic search ; I. Statistics primer ; J. Linear systems and control. 
520 |a This text reflects the great advances in the field that have taken place in the last ten years, including sensor-based planning, probabilistic planning, localization and mapping, and motion planning for dynamic and nonholonomic systems. Its presentation makes the mathematical underpinnings of robot motion accessible to students of computer science and engineering, relating low-level implementation details to high-level algorithmic concepts. 
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830 0 |a Intelligent robotics and autonomous agents.  |0 http://id.loc.gov/authorities/names/n98024999. 
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