Design of Nonlinear Optimal Controller for moving of Underwater Vehicle in Depth Channel by using Gradient Descent Method with Systematic Step Selection

This paper proposes the design of a nonlinear optimal controller for a submarine with nonlinear model with six degrees of freedom (6-DOF). The control aims includes achieving system stability, reaching the submarine to a desirable point at the end of the maneuver, and choosing the optimal path that are accessible by solution of optimal cost function. The novelty of this paper is the systematic step selection in the gradient descent algorithm that has increased the rate of convergence beyond two times rather than fixed step algorithm. Finally, via some simulations, the robust performance of the designed controller for moving in different depths with considering of parametric uncertainty has been confirmed.

[1]  Yu Qin,et al.  Dynamic Modeling and Computer Simulation for Autonomous Underwater Vehicles with Fins , 2013, J. Comput..

[2]  Edwin K. P. Chong,et al.  An Introduction to Optimization Ed. 4 , 2013 .

[3]  Mohd Shahrieel Mohd Aras,et al.  Robust control of adaptive single input fuzzy logic controller for unmanned underwater vehicle , 2013 .

[4]  C. L. Logan A comparison between H-infinity/Mu-synthesis control and sliding-mode control for robust control of a small autonomous underwater vehicle , 1994, Proceedings of IEEE Symposium on Autonomous Underwater Vehicle Technology (AUV'94).

[5]  Jun Li,et al.  Adaptive Depth Control for Autonomous Underwater Vehicles Based on Feedforward Neural Networks , 2007, Int. J. Comput. Sci. Appl..

[6]  Jana Fuhrmann,et al.  Guidance And Control Of Ocean Vehicles , 2016 .

[7]  Olivier Sename,et al.  LPV/Hinf control of an Autonomous Underwater Vehicle (AUV) , 2009 .

[8]  S. A. Akbar,et al.  Fuzzy logic based depth control of an autonomous underwater vehicle , 2013, 2013 International Mutli-Conference on Automation, Computing, Communication, Control and Compressed Sensing (iMac4s).

[9]  Morton Gertler,et al.  STANDARD EQUATIONS OF MOTION FOR SUBMARINE SIMULATION , 1967 .

[10]  Thor I. Fossen,et al.  Nonlinear Modelling And Control Of Underwater Vehicles , 1994 .

[11]  Xiao Feng,et al.  AUV SLAM and Experiments Using a Mechanical Scanning Forward-Looking Sonar , 2012, Sensors.

[12]  Bin Xu,et al.  A fuzzy controller for underwater vehicle-manipulator systems , 2005, Proceedings of OCEANS 2005 MTS/IEEE.

[13]  Henry Edward Herman,et al.  Electrostatic Sensing for Underwater Object Detection and Localization - eScholarship , 2013 .

[14]  Peter Corke,et al.  Submarine Dynamic Modeling , 2003 .

[15]  Mohd Shahrieel Mohd Aras,et al.  Analysis Movement of Unmanned Underwater Vehicle using the Inertial Measurement Unit , 2013 .

[16]  Francisco Periago,et al.  Optimal control design for the nonlinear manoeuvrability of a submarine , 2009 .