Title :
Can a Simple Control Scheme Work for a Formation Control of Multiple Autonomous Underwater Vehicles?
Author :
Hou, Saing Paul ; Cheah, Chien Chern
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
The proportional and derivative (PD) and proportional, integral, and derivative (PID) controllers have been used extensively in industry due to their simplicity and effectiveness. This paper aims to investigate whether simple PD and adaptive PD-based controllers work for a complex system consisting of a group of multiple autonomous underwater vehicles (AUVs). Simple control laws with exact and uncertain gravity compensation are proposed for shape control of multiple AUVs. The proposed adaptive PD-based controller, in the presence of gravity uncertainty, requires only the model of gravity and buoyancy regressor matrix and does not require any knowledge of the inertia matrix, Coriolis and centripetal force, hydrodynamic damping and the parameters of the gravity, and buoyancy forces of the AUVs. Hence, the proposed controllers have the advantages of simplicity and ease of implementation. A novel collision and obstacle avoidance strategy using multi-layer region control concept, which limit the unnecessary use of high control efforts that lead to oscillatory movements of AUVs, is discussed. Lyapunov-like functions are proposed for the stability analysis. Simulation studies on AUVs with 6 degrees-of-freedom are presented to demonstrate the effectiveness of the proposed controllers.
Keywords :
Lyapunov methods; PD control; adaptive control; collision avoidance; damping; hydrodynamics; position control; regression analysis; remotely operated vehicles; shape control; stability; three-term control; uncertain systems; underwater vehicles; Lyapunov like function; adaptive PD based controller; buoyancy regressor matrix; collision avoidance strategy; formation control; gravity uncertainty; hydrodynamic damping; multilayer region control; multiple autonomous underwater vehicles; obstacle avoidance strategy; oscillatory movements; proportional derivative control; proportional integral derivative control; shape control; simple control scheme; stability analysis; uncertain gravity compensation; Adaptive control; Collision avoidance; Mobile robots; PD control; Shape control; Underwater vehicles; Adaptive control; coordination control; multiple autonomous underwater vehicles (AUVs) systems; proportional and derivative (PD) control; shape control;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2010.2076388