Title :
Intermnittent Model Predictive Control of an Autonomous Underwater Vehicle
Author :
Truong, Quan ; Liuping Wang ; Gawthrop, P.
Author_Institution :
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, Vic.
Abstract :
The autonomous underwater vehicles (AUVs) have been developed over the last three decades for potential uses in scientific, commercial, environmental, and military purposes. The improvement of the computer technology has allowed the expansion of control algorithms into untethered AUVs motions. The paper applies the continuous time model predictive control algorithm designed using Laguerre functions to the dynamic motions of the vehicle. The nonlinear model of the AUVs is established in six degree of freedom and converts into a state space model. The continuous time model predictive control (MPC) algorithm, using Laguerre orthogonal functions, is extended to include intermittent features for manipulation of rudder and stern angle signals. The proposed approach allows the continuous time MPC to tolerate slower computational time and longer sampling interval
Keywords :
continuous time systems; mobile robots; motion control; predictive control; quadratic programming; remotely operated vehicles; state-space methods; stochastic processes; underwater vehicles; Laguerre orthogonal functions; autonomous underwater vehicle; computer technology; constrained control; continuous time model; intermittent model predictive control; motion control; quadratic programming; rudder signal; state space model; stern angle signal; Algorithm design and analysis; Continuous time systems; Military computing; Motion control; Prediction algorithms; Predictive control; Predictive models; State-space methods; Underwater vehicles; Vehicle dynamics; AUVs; Laguerre functions; constrained control; intermittent model predictive control; quadratic programming;
Conference_Titel :
Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0341-3
Electronic_ISBN :
1-4214-042-1
DOI :
10.1109/ICARCV.2006.345321