Mobile Robots (eBook)

Navigation, Control and Remote Sensing

Gerald Cook (Autor)

eBook Download: PDF

2011 | 1. Auflage
324 Seiten
Wiley (Verlag)
978-1-118-02719-6 (ISBN)

Infos

An important feature of this book is the particular combination of topics included. These are (1) control, (2) navigation and (3) remote sensing, all with application to mobile robots. Much of the material is readily extended to any type ground vehicle. In the controls area, robot steering is the issue. Both linear and nonlinear models are treated. Various control schemes are utilized, and through these applications the reader is introduced to methods such as: (1) Linearization and use of linear control design methods for control about a reference trajectory, (2) Use of Lyapunov stability theory for nonlinear control design, (3) Derivation of optimal control strategies via Pontryagin s maximum principle, (4) Derivation of a local coordinate system which is fundamental for the steering of vehicles along a path never before traversed. This local coordinate system has application regardless of the control design methods utilized. In the navigation area, various coordinate systems are introduced, and the transformations among them are derived. (1) The Global Positioning System (GPS) is introduced and described in significant detail. (2) Also introduced and discussed are inertial navigation systems (INS). These two methods are treated in terms of their ability to provide vehicle position as well as attitude. A preceding chapter is devoted to coordinate rotations and transformations since they play an important role in the understanding of this body of theory.

Autor

GERALD COOK, ScD, is the Earle C. Williams Professor of Electrical Engineering and past chairman of electrical and computer engineering at George Mason University. He was previously chairman of electrical and biomedical engineering at Vanderbilt University and professor of electrical engineering at the University of Virginia. He is a Life Fellow of the Institute of Electrical and Electronics Engineers (IEEE), as well as a recipient of the IEEE Centennial Award and the IEEE Industrial Electronics Society (IES) Mittelmann Achievement Award. He is a former president of the IEEE Industrial Electronics Society and a former editor-in-chief of the IEEE Transactions on Industrial Electronics.

Inhalt

Dedication.

Preface.

Introduction to Mobile Robots.

Ch 1. Kinematic Models for Mobile Robots.

1.0 Introduction.

1.1 Vehicles with front-wheel steering.

1.2 Vehicles with Differential-Drive Steering.

Ch 2. Mobile Robot Control.

2.0 Introduction.

2.1 Front-wheel Steered Vehicle, Heading Control.

2.2 Front-wheel steered vehicle, Speed control.

2.3 Control for the Differential-Drive Robot.

2.4 Reference Trajectory and Incremental Control, Front-Wheel Steered Robot.

2.5 Heading Control of Front-Wheel Steered Robot using the Nonlinear Model.

2.6 Computed Control for Heading and Velocity, Front-Wheel Steered Robot.

2.7 heading Control of Differential Drive Robot using the Nonlinear Model.

2.8 Computed Control for Heading and Velocity, Differential-Drive Robot.

2.9 Steering Control along a Path Using a Local Coordinate Frame.

2.10 Optimal Steering of Front-Wheel Steered Vehicle.

Ch 3. Robot Attitude.

3.0 Introduction.

3.1 Definition of yaw, pitch and roll.

3.2 Rotation matrix for Yaw.

3.3 Rotation Matrix for Pitch.

3.4 Rotation Matrix for Roll.

3.5 General Rotation Matrix.

3.6 Homogeneous Transformation.

3.7 Rotating a Vector.

Ch 4. Robot Navigation.

4.0 Introduction.

4.1 Introduction.

4.2 Earth-Centered Earth-Fixed Coordinate System.

4.3 Associated Coordinate Systems.

4.4 Universal Transverse Mercator (UTM) Coordinate System.

4.5 Global Positioning System.

4.6 Computing receiver location using GPS.

4.7 Array of GPS Antennas.

4.8 Gimballed Inertial Navigation Systems.

4.9 Strap-Down Inertial Navigation Systems.

4.10 Dead Reckoning or Deduced Reckoning.

4.11 Inclinometer/Compass.

Ch 5. Application of Kalman Filtering.

5.0 Introduction.

5.1 Estimating a fixed quantity using batch processing.

5.2 Estimating a fixed quantity using recursive processing.

5.3 Estimating the state of a dynamic system recursively.

5.4 Estimating the state of a Nonlinear Systems via the Extended Kalman Filter.

Ch 6. Remote Sensing.

6.0 Introduction.

6.1 Camera Type Sensors.

6.2 Stereo Vision.

6.3 Radar Sensing: Synthetic Aperture Radar (SAR).

6.4 Pointing of Range Sensor at Detected Object.

6.5 Detection Sensor in Scanning Mode.

Ch 7. Target Tracking Including Multiple Targets with Multiple Sensors.

7.0 Introduction.

7.1 Regions of Confidence for Sensors.

7.2 Model of Target Location.

7.3 Inventory of Detected Targets.

Ch 8. Obstacle Mapping and its Application to Robot Navigation.

8.0 Introduction.

8.1 Sensors for Obstacle Detection and Geo-registration.

8.2 Dead Reckoning Navigation.

8.3 Use of Previously Detected Obstacles for Navigation.

8.4 Simultaneous Corrections of Coordinates of Detected Obstacles and of the Robot.

Ch 9. Operating a Robotic Manipulator.

9.0 Introduction.

9.1 Forward Kinematic Equations.

9.2 Path Specification in Joint Space.

9.3 Inverse Kinematic Equations.

9.4 Path Specification in Cartesian Space.

9.5 Velocity Relationships.

9.6 Forces and Torques.

Ch 10. Remote Sensing via UAV's.

10.0 Introduction.

10.1 Mounting of Sensors.

10.2 Resolution of sensors.

10.3 Precision of vehicle instrumentation.

10.4 Overall geo-registration precision.

Appendix. Demonstrations of Undergraduate Student Robotic Projects.

A.1 Demonstration of the GEONAVOD Robot.

A.2 Demonstration of the Automatic Balancing Robotic Bicycle (ABRB).

Produkt-Details

• Erscheint lt. Verlag: 21.7.2011
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Maschinenbau
• Schlagworte: Control Systems Technology • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Fernerkundung • Regelungstechnik • Remote Sensing • Robotics • Robotik
• ISBN-10: 1-118-02719-1 / 1118027191
• ISBN-13: 978-1-118-02719-6 / 9781118027196