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Autonomous Mobile Robots

Planning, Navigation and Simulation

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2023
ISBN13: 9780443189081
Rubricering
Elsevier Science e druk, 2023 9780443189081
€ 235,00
Levertijd ongeveer 8 werkdagen

Samenvatting

Autonomous Mobile Robots: Planning, Navigation, and Simulation presents detailed coverage of the domain of robotics in motion planning and associated topics in navigation. This book covers numerous base planning methods from diverse schools of learning, including deliberative planning methods, reactive planning methods, task planning methods, fusion of different methods, and cognitive architectures. It is a good resource for doing initial project work in robotics, providing an overview, methods and simulation software in one resource. For more advanced readers, it presents a variety of planning algorithms to choose from, presenting the tradeoffs between the algorithms to ascertain a good choice.

Finally, the book presents fusion mechanisms to design hybrid algorithms.

Specificaties

ISBN13:9780443189081
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. An Introduction to Robotics <br>2. Localization, Mapping, and Control <br>3. An Introduction to Motion Planning with Bug Algorithms <br>4. Intelligent Graph Search Basics <br>5. Graph Search based Motion Planning <br>6. Configuration Space and Collision Checking <br>7. Roadmap and Cell Decomposition based Motion Planning <br>8. Probabilistic Roadmap <br>9. Rapidly-exploring Random Trees <br>10. Artificial Potential Field <br>11. Geometric and Fuzzy-Logic based Motion Planning <br>12. An Introduction to Machine Learning and Neural Networks <br>13. Learning-based Robot Motion Planning <br>14. An Introduction to Evolutionary Computation <br>15. Evolutionary Robot Motion Planning <br>16. Hybrid Planning Techniques <br>17. Multi-Robot Motion Planning <br>18. Task Planning Approaches <br>19. Motion Planning in Uncertainties and Reinforcement Learning<br>20. Swarm and Evolutionary Robotics<br>21. Simulation Systems and Case Studies
€ 235,00
Levertijd ongeveer 8 werkdagen

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        Autonomous Mobile Robots