Control of an Unmanned Surface Vehicle With Uncertain Displacement and Drag

Experimental testing of an unmanned surface vehicle (USV) has been performed to evaluate the performance of two low-level controllers when displacement and drag properties are time varying and uncertain. The USV is a 4.3-m-long, 150-kg wave adaptive modular vessel (WAM-V) with an inflatable twin-hull configuration and waterjet propulsion. Open-loop maneuvering tests were conducted to characterize the dynamics of the vehicle. The hydrodynamic coefficients of the vehicle were determined through system identification of the maneuvering data and were used for simulations during control system development. The resulting controllers were experimentally field tested on-water. Variable mass and drag tests show that the vehicle is best controlled by a model reference adaptive backstepping speed and heading controller. The backstepping controller developed by Liao et al. (2010) is modified to account for an overprediction of necessary control action and motor saturation. It is shown that when an adaptive algorithm is implemented for the surge control subsystem of the modified backstepping controller, the effects of variable mass and drag are mitigated.

[1]  David F. Rogers,et al.  THE SOCIETY OF NAVAL ARCHITECTS AND MARINE ENGINEERS , 1977 .

[2]  Mehdi Ahmadian,et al.  Simulation and scale-testing to improve the next generation of wave-adaptive modular vessels , 2013 .

[3]  Odd M. Faltinsen,et al.  Hydrodynamics of High-Speed Marine Vehicles , 2006 .

[4]  Edoardo I. Sarda Concept for a USV-based Autonomous Launch and Recovery System , 2014 .

[5]  Marco Bibuli,et al.  Basic navigation, guidance and control of an Unmanned Surface Vehicle , 2008, Auton. Robots.

[6]  Farshad Mahini,et al.  Autonomous Surface Vessel Target Tracking Experiments in Simulated Rough Sea Conditions , 2012 .

[7]  Kenneth R. Muske,et al.  Sliding-Mode Tracking Control of Surface Vessels , 2008, IEEE Transactions on Industrial Electronics.

[8]  Manhar Dhanak,et al.  Unmanned recovery of an AUV from a surface platform manuscript, oceans '13 MTS/IEEE San Diego , 2013, 2013 OCEANS - San Diego.

[9]  Roger Skjetne,et al.  A Nonlinear Ship Manoeuvering Model: Identification and adaptive control with experiments for a model ship , 2004 .

[10]  Huajin Qu,et al.  Wind feed-forward control of a USV , 2015, OCEANS 2015 - Genova.

[11]  Karl D. von Ellenrieder,et al.  Controller design challenges for waterjet propelled unmanned surface vehicles with uncertain drag and mass properties , 2013, 2013 OCEANS - San Diego.

[12]  Manhar Dhanak,et al.  Homing an unmanned underwater vehicle equipped with a DUSBL to an unmanned surface platform: A feasibility study , 2013, 2013 OCEANS - San Diego.

[13]  Karl D. von Ellenrieder,et al.  Seakeeping Characteristics of a Wave-Adaptive Modular Unmanned Surface Vehicle , 2013 .

[14]  Satyandra K. Gupta,et al.  Experimental evaluation of automatically-generated behaviors for USV operations , 2015 .

[15]  Karl D. von Ellenrieder,et al.  Supervisory switching control of an unmanned surface vehicle , 2015, OCEANS 2015 - MTS/IEEE Washington.

[16]  Huajin Qu Wind Feedforward Control of a USV , 2016 .

[17]  Edoardo I. Sarda,et al.  Development of a USV station-keeping controller , 2015, OCEANS 2015 - Genova.

[18]  Karl D. von Ellenrieder,et al.  Scaling and Numerical Analysis of Nonuniform Waterjet Pump Inflows , 2015, IEEE Journal of Oceanic Engineering.

[19]  Karl D. von Ellenrieder,et al.  Characterization and System Identification of an Unmanned Amphibious Tracked Vehicle , 2014, IEEE Journal of Oceanic Engineering.

[20]  Phil F. Culverhouse,et al.  Robust Adaptive Control of an Uninhabited Surface Vehicle , 2015, J. Intell. Robotic Syst..

[21]  Weiping Li,et al.  Applied Nonlinear Control , 1991 .

[22]  Joao P. Hespanha,et al.  Logic-based switching control for trajectory-tracking and path-following of underactuated autonomous vehicles with parametric modeling uncertainty , 2004, Proceedings of the 2004 American Control Conference.

[23]  Manhar Dhanak,et al.  High-level fuzzy logic guidance system for an unmanned surface vehicle (USV) tasked to perform autonomous launch and recovery (ALR) of an autonomous underwater vehicle (AUV) , 2014, 2014 IEEE/OES Autonomous Underwater Vehicles (AUV).

[24]  Nabil Derbel,et al.  Asymptotic Backstepping Stabilization of an Underactuated Surface Vessel , 2006, IEEE Transactions on Control Systems Technology.

[25]  Satyandra K. Gupta,et al.  Dynamics-aware target following for an autonomous surface vehicle operating under COLREGs in civilian traffic , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[26]  Huajin Qu,et al.  Adaptive wind feedforward control of an Unmanned Surface Vehicle for station keeping , 2015, OCEANS 2015 - MTS/IEEE Washington.

[27]  Ivan R. Bertaska,et al.  Experimental testing of an adaptive controller for USVs with uncertain displacement and drag , 2014, 2014 Oceans - St. John's.

[28]  Tieshan Li,et al.  Robust adaptive backstepping design for course-keeping control of ship with parameter uncertainty and input saturation , 2011, 2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR).

[29]  Kd von Ellenrieder Free running tests of a waterjet propelled unmanned surface vehicle , 2014 .

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

[31]  Karl D. von Ellenrieder,et al.  Nonlinear Control of an Unmanned Amphibious Vehicle , 2013 .

[32]  Vladimir Dobrokhodov,et al.  Adaptive speed control for autonomous surface vessels , 2013, 2013 OCEANS - San Diego.

[33]  Lucas C. McNinch,et al.  Review of nonlinear tracking and setpoint control approaches for autonomous underactuated marine vehicles , 2010, Proceedings of the 2010 American Control Conference.

[34]  António Manuel Santos Pascoal,et al.  Dynamic positioning and way-point tracking of underactuated AUVs in the presence of ocean currents , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[35]  Thor I. Fossen,et al.  Tutorial on nonlinear backstepping: Applications to ship control , 1999 .

[36]  INFORMATIVE PUBLICATION NO. 25/I EXPLANATORY NOTES TO THE STANDARDS FOR SHIP MANOEUVRABILITY , .

[37]  Craig A. Woolsey,et al.  Modeling, Identification, and Control of an Unmanned Surface Vehicle , 2013, J. Field Robotics.

[38]  Mehdi Ahmadian,et al.  Multi-body Dynamics Simulation and Analysis of Wave-adaptive Modular Vessels , 2011 .

[39]  Antonio Loría,et al.  Growth rate conditions for uniform asymptotic stability of cascaded time-varying systems , 2001, Autom..

[40]  Lei Wan,et al.  Combined speed and yaw control of underactuated unmanned surface vehicles , 2010, 2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010).

[41]  Karl D. von Ellenrieder,et al.  Experimental Evaluation of Approach Behavior for Autonomous Surface Vehicles , 2013 .