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Indoor Navigation Strategies for Aerial Autonomous Systems
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Indoor Navigation Strategies for Aerial Autonomous Systems
von: Pedro Castillo-Garcia, Laura Elena Munoz Hernandez, Pedro Garcia Gil
Elsevier Reference Monographs, 2016
ISBN: 9780128053393
302 Seiten, Download: 35920 KB
 
Format: EPUB, PDF
geeignet für: geeignet für alle DRM-fähigen eReader Apple iPad, Android Tablet PC's Apple iPod touch, iPhone und Android Smartphones Online-Lesen PC, MAC, Laptop

Typ: B (paralleler Zugriff)

 

 
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Inhaltsverzeichnis

  Front Cover 1  
  Indoor Navigation Strategies for Aerial Autonomous Systems 4  
  Copyright 5  
  Contents 6  
  About the Authors 10  
  Preface 12  
  Acknowledgments 14  
  Part 1 Background 16  
     1 State-of-the-Art 18  
        1.1 Mathematical Representation of the Vehicle Dynamics 19  
        1.2 Attitude Estimation Using Inertial Sensors 21  
        1.3 Delay Systems & Predictors 22  
        1.4 Data Fusion for UAV Localization 23  
        1.5 Control & Navigation Algorithms 26  
        1.6 Trajectory Generation & Tracking 30  
        1.7 Obstacle Avoidance 31  
        1.8 Teleoperation 35  
         References 37  
     2 Modeling Approaches 46  
        2.1 Force and Moment in a Rotor 46  
        2.2 Euler-Lagrange Approach 47  
        2.3 Newton-Euler Approach 52  
        2.4 Quaternion Approach 55  
        2.5 Discussion 64  
         References 65  
  Part 2 Improving Sensor Signals for Control Purposes 66  
     3 Inertial Sensors Data Fusion for Orientation Estimation 68  
        3.1 Attitude Representation 68  
        3.2 Sensor Characterization 70  
        3.3 Attitude Estimation Algorithms 71  
        3.4 A Computationally-Efficient Kalman Filter 79  
        3.5 Discussion 88  
         References 89  
     4 Delay Signals & Predictors 90  
        4.1 Observer-Predictor Algorithm for Compensation of Measurement Delays 91  
        4.2 State Predictor-Control Scheme 102  
        4.3 Discussion 120  
         References 122  
     5 Data Fusion for UAV Localization 124  
        5.1 Sensor Data Fusion 124  
        5.2 Prototype and Numerical Implementation 131  
        5.3 Flight Tests and Experimental Results 133  
        5.4 OptiTrack Measurements vs EKF Estimation 139  
        5.5 Rotational Optical Flow Compensation 141  
        5.6 Discussion 143  
         References 143  
  Part 3 Navigation Schemes & Control Strategies 146  
     6 Nonlinear Control Algorithms with Integral Action 148  
        6.1 From PD to PID Controllers 149  
        6.2 Saturated Controllers with Integral Component 151  
        6.3 Integral and Adaptive Backstepping Control - IAB 160  
        6.4 Discussion 168  
         References 169  
     7 Sliding Mode Control 172  
        7.1 From the Nonlinear Attitude Representation to Linear MIMO Expression 172  
        7.2 Nonlinear Optimal Controller with Integral Sliding Mode Design 175  
        7.3 Numerical Validation 181  
        7.4 Real-Time Validation 189  
        7.5 Discussion 193  
         References 193  
     8 Robust Simple Controllers 196  
        8.1 Nonlinear Robust Algorithms Based on Saturation Functions 197  
        8.2 Robust Control Based on an Uncertainty Estimator 211  
        8.3 Discussion 226  
         References 227  
     9 Trajectory Generation, Planning & Tracking 228  
        9.1 Quadrotor Mathematical Description 229  
        9.2 Time-Optimal Trajectory Generation 232  
        9.3 UAV Routing Problem for Inspection-Like Missions 235  
        9.4 Trajectory Tracking Problem 238  
        9.5 Simulation Results 239  
        9.6 Discussion 255  
         References 255  
     10 Obstacle Avoidance 258  
        10.1 Artificial Potential Field Method 258  
        10.2 Obstacle Avoidance Algorithm 263  
        10.3 Limit-Cycle Obstacle Avoidance 272  
        10.4 Discussion 276  
         References 276  
     11 Haptic Teleoperation 278  
        11.1 Experimental Setup 279  
        11.2 Collision Avoidance 284  
        11.3 Haptic Teleoperation 285  
        11.4 Real-Time Experiments 286  
        11.5 Discussion 289  
         References 290  
  Index 292  
  Back Cover 302  


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