Fault tolerant control based on interval type-2 fuzzy sliding mode controller for coaxial trirotor aircraft.

In this paper, a robust controller for a Six Degrees of Freedom (6 DOF) coaxial trirotor helicopter control is proposed in presence of defects in the system. A control strategy based on the coupling of the interval type-2 fuzzy logic control and sliding mode control technique are used to design a controller. The main purpose of this work is to eliminate the chattering phenomenon and guaranteeing the stability and the robustness of the system. In order to achieve this goal, interval type-2 fuzzy logic control has been used to generate the discontinuous control signal. The simulation results have shown that the proposed control strategy can greatly alleviate the chattering effect, and perform good reference tracking in presence of defects in the system.

[1]  Rogelio Lozano,et al.  Modelling and Control of Mini-Flying Machines , 2005 .

[2]  J. Mendel Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions , 2001 .

[3]  Mehmet Önder Efe,et al.  Neural Network Assisted Computationally Simple PI$^\lambda$D$^\mu$ Control of a Quadrotor UAV , 2011, IEEE Transactions on Industrial Informatics.

[4]  En-hui Zheng,et al.  Second order sliding mode control for a quadrotor UAV. , 2014, ISA transactions.

[5]  Witold Pedrycz,et al.  Type-2 Fuzzy Logic: Theory and Applications , 2007, 2007 IEEE International Conference on Granular Computing (GRC 2007).

[6]  Ricardo Martínez-Soto,et al.  Optimization of Interval Type-2 Fuzzy Logic Controllers for a Perturbed Autonomous Wheeled Mobile Robot Using Genetic Algorithms , 2009, Soft Computing for Hybrid Intelligent Systems.

[7]  Gang Tao,et al.  A multivariable adaptive controller for a quadrotor with guaranteed matching conditions , 2014, 2014 American Control Conference.

[8]  Jerry M. Mendel,et al.  Interval type-2 fuzzy logic systems , 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

[9]  Guilherme V. Raffo,et al.  An integral predictive/nonlinear Hinfinity control structure for a quadrotor helicopter , 2010, Autom..

[10]  Ashfaq Ahmad Mian,et al.  Modeling and Backstepping-based Nonlinear Control Strategy for a 6 DOF Quadrotor Helicopter , 2008 .

[11]  A. Tayebi,et al.  Step by step robust nonlinear PI for attitude stabilisation of a four-rotor mini-aircraft , 2008, 2008 16th Mediterranean Conference on Control and Automation.

[12]  Bin Xian,et al.  A nonlinear adaptive control approach for quadrotor UAVs , 2011, 2011 8th Asian Control Conference (ASCC).

[13]  Mohd Ariffanan Mohd Basri,et al.  Enhanced Backstepping Controller Design with Application to Autonomous Quadrotor Unmanned Aerial Vehicle , 2015, J. Intell. Robotic Syst..

[14]  Marco A. Moreno-Armendáriz,et al.  The trajectory tracking problem for an unmanned four-rotor system: flatness-based approach , 2012, Int. J. Control.

[15]  Woei Wan Tan,et al.  A simplified type-2 fuzzy logic controller for real-time control. , 2006, ISA transactions.

[16]  M. Chen,et al.  A Simulation Model and H( Loop Shaping Control of a Quad Rotor Unmanned Air Vehicle , 2003, Modelling, Simulation, and Optimization.

[17]  En-Hui Zheng,et al.  Position and attitude tracking control for a quadrotor UAV. , 2014, ISA transactions.

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

[19]  Oscar Castillo,et al.  A review on the design and optimization of interval type-2 fuzzy controllers , 2012, Appl. Soft Comput..

[20]  James F. Whidborne,et al.  A prototype of an autonomous controller for a quadrotor UAV , 2007, 2007 European Control Conference (ECC).

[21]  Frank L. Lewis,et al.  Backstepping Approach for Controlling a Quadrotor Using Lagrange Form Dynamics , 2009, J. Intell. Robotic Syst..

[22]  A. Tayebi,et al.  Attitude stabilization of a four-rotor aerial robot , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[23]  Mohd Ariffanan Mohd Basri,et al.  DESIGN AND OPTIMIZATION OF BACKSTEPPING CONTROLLER FOR AN UNDERACTUATED AUTONOMOUS QUADROTOR UNMANNED AERIAL VEHICLE , 2014 .

[24]  Ming Chen,et al.  A Combined MBPC/2 DOF H infinity Controller for a Quad Rotor UAV , 2003 .

[25]  David L. Darmofal,et al.  Unmanned Aerial Vehicles , 2016, Encyclopedia of GIS.

[26]  A. Benallegue,et al.  Exact linearization and noninteracting control of a 4 rotors helicopter via dynamic feedback , 2001, Proceedings 10th IEEE International Workshop on Robot and Human Interactive Communication. ROMAN 2001 (Cat. No.01TH8591).

[27]  Oscar Castillo,et al.  Type-2 Fuzzy Logic , 2007 .

[28]  Roland Siegwart,et al.  Backstepping and Sliding-mode Techniques Applied to an Indoor Micro Quadrotor , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[29]  Rafael Fierro,et al.  Adaptive Control of a Quadrotor with Dynamic Changes in the Center of Gravity , 2011 .

[30]  H. Jin Kim,et al.  Feedback linearization vs. adaptive sliding mode control for a quadrotor helicopter , 2009 .

[31]  Anthony J. Calise,et al.  Nonlinear flight control using neural networks , 1994 .

[32]  Cheolkeun Ha,et al.  Modeling and control of quadrotor MAV using vision-based measurement , 2010, International Forum on Strategic Technology 2010.

[33]  Yuri B. Shtessel,et al.  Quadrotor vehicle control via sliding mode controller driven by sliding mode disturbance observer , 2012, J. Frankl. Inst..

[34]  Jinkun Liu,et al.  Advanced Sliding Mode Control for Mechanical Systems , 2011 .

[35]  Yasmina Bestaoui,et al.  Fuzzy integral sliding mode based on backstepping control synthesis for an autonomous helicopter , 2013 .

[36]  Oscar Castillo,et al.  A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks , 2009, Inf. Sci..

[37]  Fevrier Valdez,et al.  Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot , 2012, Inf. Sci..

[38]  A. Mellit,et al.  Robust control of manipulator robot by using the variable structure control with sliding mode , 2007, 2007 Mediterranean Conference on Control & Automation.

[39]  Cong Mengyuan,et al.  Controlling quadrotors based on linear quadratic regulator , 2011 .

[40]  Vadim I. Utkin,et al.  Sliding Modes in Control and Optimization , 1992, Communications and Control Engineering Series.

[41]  Gang Tao,et al.  A multivariable adaptive controller for a quadrotor with guaranteed matching conditions , 2014 .