Planning and decision making for aerial robots / / Yasmina Bestaoui Sebbane

• Autore: Bestaoui Sebbane Yasmina
• Pubblicazione: Cham, Switzerland : , : Springer, , 2014
• Edizione: 1st ed. 2014.
• Descrizione fisica: 1 online resource (xx, 406 pages) : illustrations
• Disciplina: 629.130924
• Soggetto topico: Drone aircraft; Robotics
• Note generali: "ISSN: 2213-8986."; "ISSN: 2213-8994 (electronic)."
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Preface -- 1 Introduction -- 2 Motion Planning -- 3 Deterministic Decision Making -- 4 Decision Making Under Uncertainty -- 5 Multi Aerial Robot Planning -- 6 General Conclusions -- Index.
• Sommario/riassunto: This book provides an introduction to the emerging field of planning and decision making for aerial robots. An aerial robot is the ultimate form of Unmanned Aerial Vehicle, an aircraft endowed with built-in intelligence, requiring no direct human control and able to perform a specific task. It must be able to fly within a partially structured environment, to react and adapt to changing environmental conditions and to accommodate for the uncertainty that exists in the physical world. An aerial robot can be termed as a physical agent that exists and flies in the real 3D world, can sense its environment and act on it to achieve specific goals. So throughout this book, an aerial robot will also be termed as an agent. Fundamental problems in aerial robotics include the tasks of spatial motion, spatial sensing and spatial reasoning. Reasoning in complex environments represents a difficult problem. The issues specific to spatial reasoning are planning and decision making. Planning deals with the trajectory algorithmic development based on the available information, while decision making determines priorities and evaluates potential environmental uncertainties. The issues specific to planning and decision making for aerial robots in their environment are examined in this book and categorized as follows: motion planning, deterministic decision making, decision making under uncertainty, and finally multi-robot planning. A variety of techniques are presented in this book, and a number of relevant case studies are examined. The topics considered in this book are multidisciplinary in nature and lie at the intersection of Robotics, Control Theory, Operational Research and Artificial Intelligence.
• Titolo autorizzato: Planning and Decision Making for Aerial Robots
• ISBN: 3-319-03707-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910299475903321
• Lo trovi qui: Univ. Federico II
• Serie: International series on intelligent systems, control and automation--science and engineering ; ; volume 71.