Control of cooperative unmanned aerial vehicles

This thesis addresses the problems of design and control of small cooperative unmanned autonomous quadrotor aerial vehicles. A new approach is proposed, for the modeling of the system’s dynamics using linearized Piecewise AffineModels. The Piecewise Affine dynamic–models cover a large part of the quadrotor’s flight envelope while also taking into account the additive effects of environmental disturbances. The effects of aerodynamic forces and moments were also examined. A small quadrotor is designed and developed that emphasizes in the areas of increased on–board computational capabilities, state estimation and modular connectivity. Based on the translational and rotational system’s dynamics: a) a switching model predictive controller, b) an explicitly solved constrained finite time optimal control strategy, and c) a cascade control scheme comprised of classical Proportional Integral Derivative control scheme augmented with angular acceleration feedback, were designed and experimentally tested in order to achieve trajectory tracking under the presence of wind–gusts. The efficiency of the proposed control methods was verified through extended experimental studies. The final quadrotor design utilizes a powerful control unit, a sensor system that provides state estimation based on inertial sensors, ultrasound sonars, GPS and vision chips, and an efficient actuating system. The research effort extended in the field of unmanned aerial vehicles cooperation. Cooperation strategies were proposed in order to address the problems of: a) Forest Fire Monitoring and b) Unknown Area Exploration and Target Acquisition. The Forest FireMonitoring algorithm is formulated based on consensus systems theory formulated as a spatiotemporal rendezvous problem in between the quadrotors. The Area Exploration and Target Acquisition algorithm is formulated based on market–based approaches.

Author dc:creator

• Αλέξης, Κώστας

Contributors dc:contributor

• Τζες, Αντώνιος
• Alexis, Kostas
• Ευσταθίου, Κωνσταντίνος
• Βαλαβάνης, Κίμων
• Κουμπιάς, Σταύρος
• Ασπράγκαθος, Νικόλαος
• Δερματάς, Ευάγγελος
• Μάνεσης, Σταμάτιος

• Quadrotor
• Model predictive control
• Unmanned aerial vehicles
• Autonomous robots
• Optimal control
• Disturbances
• 629.135 2
• Ελικόπτερο τεσσάρων ρότορων
• Προβλεπτικός έλεγχος
• Μη επανδρωμένα αεροσκάφη
• Αυτόνομα συστήματα
• Βέλτιστος έλεγχος
• Διαταραχές

Statement dc:rights

• 0

Language dc:language

en

Handle dc:identifier

https://hdl.handle.net/10889/4713

OAI identifier oai:identifier

oai:nemertes.library.upatras.gr:10889/4713