Handling Uncertainty and Networked Structure in Robot Control

This book focuses on two challenges posed in robot control by the increasing adoption of robots in the everyday human environment: uncertainty and networked communication. Part I of the book describes learning control to address environmental uncertainty. Part II discusses state estimation, active s...

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Bibliographische Detailangaben
Körperschaft: SpringerLink (Online service)
Weitere Verfasser: Bușoniu, Lucian. (HerausgeberIn, http://id.loc.gov/vocabulary/relators/edt), Tamás, Levente. (HerausgeberIn, http://id.loc.gov/vocabulary/relators/edt)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cham : Springer International Publishing : Imprint: Springer, 2015.
Ausgabe:1st ed. 2015.
Schriftenreihe:Studies in Systems, Decision and Control, 42
Schlagworte:
Online Zugang:https://doi.org/10.1007/978-3-319-26327-4
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Inhaltsangabe:
  • From the Contents: Part I Learning Control in Unknown Environments
  • Robot Learning for Persistent Autonomy
  • The Explore-Exploit Dilemma in Nonstationary Decision Making under Uncertainty.- Part II Dealing with Sensing Uncertainty
  • Observer Design for Robot Manipulators via Takagi-Sugeno Models and Linear Matrix Inequalities.- Part III Control of Networked and Interconnected Robots
  • Vision-based quadcopter navigation in structured environments.