Autonomous Tracked Robots in Planar Off-Road Conditions: Modelling, Localization, and Motion Control

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This monograph is framed within the context of off-road mobile robotics. In particular, it discusses issues related to modelling, localization, and motion control of tracked mobile robots working in planar slippery conditions. Tracked locomotion constitutes a well-known solution for mobile platforms operating over diverse challenging terrains, for that reason, tracked robotics constitutes an important research field with many applications (e.g. agriculture, mining, search and rescue operations, military activities). The specific topics of this monograph are: historical perspective of tracked vehicles and tracked robots; trajectory-tracking model taking into account slip effect; visual-odometry-based localization strategies; and advanced slip-compensation motion controllers ensuring efficient real-time execution. Physical experiments with a real tracked robot are presented showing the better performance of the suggested novel approaches to known techniques.

Keywords: longitudinal slip, visual odometry, slip-compensation control, robust predictive control, trajectory tracking.

Related subjects: Robotics – Mechanical Engineering – Mechanics – Computer Science – Artificial Intelligence - Applications

Author(s): Ramón González, Francisco Rodríguez, José Luis Guzmán (auth.)
Series: Studies in Systems, Decision and Control 6
Edition: 1
Publisher: Springer International Publishing
Year: 2014

Language: English
Pages: 119
Tags: Robotics and Automation; Control

Front Matter....Pages 1-7
Introduction....Pages 1-9
Modelling Tracked Robots in Planar Off-Road Conditions....Pages 11-33
Localization of Tracked Robots in Planar Off-Road Conditions....Pages 35-56
Adaptive Motion Controllers for Tracked Robots....Pages 57-83
Robust Predictive Motion Controller for Tracked Robots....Pages 85-105
Conclusions and Future Works....Pages 107-109
Back Matter....Pages 111-119