Visual Servoing via Advanced Numerical Methods (eBook)

Graziano Chesi, Koichi Hashimoto (Herausgeber)

eBook Download: PDF

2010 | 2010. Auflage
XXIV, 400 Seiten
Springer London (Verlag)
978-1-84996-089-2 (ISBN)

Infos

This text is borne of the 2009 IEEE International Conference on Robotics and Automation. It gives a comprehensive overview of visual servoing in robotics and provides solutions to specific problems regarding camera-derived feedback to control robotic motion.

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Robots able to imitate human beings have been at the core of stories of science?ctionaswellasdreamsofinventorsforalongtime.Amongthe various skills that Mother Nature has provided us with and that often go forgotten, the ability of sight is certainly one of the most important. Perhaps inspired by tales of Isaac Asimov, comics and cartoons, and surely helped by the progress of electronics in recent decades, researchers have progressively made the dream of creating robots able to move and operate by exploiting arti?cial vision a concrete reality. Technically speaking, we would say that these robots position themselves and their end-e?ectors by using the view provided by some arti?cial eyes as feedback information. Indeed, the arti?cial eyes are visual sensors such as cameras that have the function to acquire an image of the environment. Such an image describes if and how the robot is moving toward the goal and hence constitutes feedback information. This procedure is known in robotics with the term visual servoing, and it is nothing else than an imitation of the intrinsic mechanism that allows human beings to realize daily tasks such as reaching the door of the house or grasping a cup of co?ee.

Autor

Graziano Chesi received the Laurea in Information Engineering from the University of Florence (1997) and the Ph.D. in Systems Engineering from the University of Bologna (2001). He was with the Department of Information Engineering of the University of Siena (2000-2006) and then joined the Department of Electrical and Electronic Engineering of the University of Hong Kong (2006-present). He was a visiting scientist at the Department of Engineering of the University of Cambridge (1999-2000) and at the Department of Information Physics and Computing of the University of Tokyo (2001-2004). Dr. Chesi was the recipient of the Best Student Award of the Faculty of Engineering of the University of Florence (1997). He was Associate Editor of the IEEE Transactions on Automatic Control (2005-2009) and Guest Editor of the Special Issue on Positive Polynomials in Control of the IEEE Transactions on Automatic Control (2009). Since 2007 he is Associate Editor of Automatica. He is the Founder and Chair of the Technical Committee on Systems with Uncertainty of the IEEE Control Systems Society. He is author of the book "Homogeneous Polynomial Forms for Robustness Analysis of Uncertain Systems" (Springer, 2009) and editor of the book "Visual Servoing via Advanced Numerical Methods" (Springer, 2010). He is first author in more than 100 technical publications. Koichi Hashimoto is a Professor at the Graduate School of Information Sciences, Tohoku University. He received his BS, MS and DE degrees from Osaka University in 1985, 1987 and 1990, respectively. His major research interests include visual servoing, parallel processing and biological systems. Prof. Hashimoto is a member of IEEE, RSJ, SICE, ISCIE, IPSJ and JSME. He is the Editor of the book Visual Servoing: Real-Time Control of Robot Manipulators Based on Visual Sensory Feedback, World Scientific, 1993, and the book Control and Modeling of Complex Systems, Birkhäuser, 2003.

Inhalt

Vision.- Catadioptric Stereo with Planar Mirrors: Multiple-view Geometry and Camera Localization.- Empirical Characterization of Convergence Properties for Kernel-based Visual Servoing.- High-speed Visual Feedback Control for Grasping and Manipulation.- Human-machine Cooperative Manipulation with Vision-based Motion Constraints.- Luminance: A New Visual Feature for Visual Servoing.- Visual Servoing for Beating Heart Surgery.- Estimation and Path-Planning.- A Variational Approach to Trajectory Planning in Visual Servoing.- Estimation of Homography Dynamics on the Special Linear Group.- Image Measurement Errors in Visual Servoing: Estimating the Induced Positioning Error.- Multicriteria Analysis of Visual Servos through Rational Systems, Biquadratic Lyapunov Functions, and LMIs.- Path-Planning for Visual Servoing: A Review and Issues.- Single Camera Structure and Motion Estimation.- Visual Servoing and Pose Estimation with Cameras Obeying the Unified Model.- Control.- Gradient Projection Methods for Constrained Image-based Visual Servo.- Image-based Visual Servo Control Design with Multi-Constraint Satisfaction.- Points-based Visual Servoing with Central Cameras.- Sensor-based Trajectory Deformation: Application to Reactive Navigation of Nonholonomic Robots.- Unicycle-like Robots with Eye-in-Hand Monocular Cameras: From PBVS towards IBVS.- Unmanned Helicopter Control via Visual Servoing with Occlusion Handling.- Visual Servoing via Nonlinear Predictive Control.

Produkt-Details

• Erscheint lt. Verlag: 10.3.2010
• Reihe/Serie: Lecture Notes in Control and Information Sciences
• Sprache: englisch
• Themenwelt: Informatik ► Grafik / Design ► Digitale Bildverarbeitung
• Themenwelt: Medizin / Pharmazie ► Pflege
• Themenwelt: Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Maschinenbau
• Themenwelt: Technik ► Medizintechnik
• Schlagworte: Automation • Calculus • computer vision • Control • control engineering • Geometry • Image Processing • Model • Numerical Methods • optimal control • Optimization • Robotics • Robust Control • Robustness Analysis • stability • Surgery • Vision • Visual Servoing
• ISBN-10: 1-84996-089-5 / 1849960895
• ISBN-13: 978-1-84996-089-2 / 9781849960892