Geometric Control Theory and its Application to Underwater Vehicles


Autoria(s): Smith, Ryan N.
Data(s)

20/12/2008

Resumo

This dissertation is based on theoretical study and experiments which extend geometric control theory to practical applications within the field of ocean engineering. We present a method for path planning and control design for underwater vehicles by use of the architecture of differential geometry. In addition to the theoretical design of the trajectory and control strategy, we demonstrate the effectiveness of the method via the implementation onto a test-bed autonomous underwater vehicle. Bridging the gap between theory and application is the ultimate goal of control theory. Major developments have occurred recently in the field of geometric control which narrow this gap and which promote research linking theory and application. In particular, Riemannian and affine differential geometry have proven to be a very effective approach to the modeling of mechanical systems such as underwater vehicles. In this framework, the application of a kinematic reduction allows us to calculate control strategies for fully and under-actuated vehicles via kinematic decoupled motion planning. However, this method has not yet been extended to account for external forces such as dissipative viscous drag and buoyancy induced potentials acting on a submerged vehicle. To fully bridge the gap between theory and application, this dissertation addresses the extension of this geometric control design method to include such forces. We incorporate the hydrodynamic drag experienced by the vehicle by modifying the Levi-Civita affine connection and demonstrate a method for the compensation of potential forces experienced during a prescribed motion. We present the design method for multiple different missions and include experimental results which validate both the extension of the theory and the ability to implement control strategies designed through the use of geometric techniques. By use of the extension presented in this dissertation, the underwater vehicle application successfully demonstrates the applicability of geometric methods to design implementable motion planning solutions for complex mechanical systems having equal or fewer input forces than available degrees of freedom. Thus, we provide another tool with which to further increase the autonomy of underwater vehicles.

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/40141/

Publicador

University of Hawaii at Manoa

Relação

http://eprints.qut.edu.au/40141/1/40141.pdf

Smith, Ryan N. (2008) Geometric Control Theory and its Application to Underwater Vehicles. PhD thesis, University of Hawaii at Manoa.

Fonte

Faculty of Built Environment and Engineering; School of Engineering Systems

Palavras-Chave #010102 Algebraic and Differential Geometry #010203 Calculus of Variations Systems Theory and Control Theory #010207 Theoretical and Applied Mechanics #080101 Adaptive Agents and Intelligent Robotics #091103 Ocean Engineering #Autonomous Underwater Vehicle #Differential Geometry #Control Theory #Kinematics #Dynamic systems
Tipo

Thesis