Voltage-Base Control of Camera Stabilizer Using Optimal Adaptive Fuzzy Sliding Mode Control

The camera stabilizer stabilizes the camera’s line of sight by isolating the camera from the model uncertainties, disturbances of operating environment and system movements. This paper presents a voltage-base optimal adaptive fuzzy sliding mode control for camera stabilizer. In this proposed control method, a voltage-base sliding mode controller is applied. But unfortunately, undesirable control input chattering is caused by employing the sliding mode control. In the following, for the prevention of incidence of the control input chattering, a first order TSK fuzzy approximator is employed. Although fuzzy sliding mode control prevents the chattering phenomenon, it has some disadvantages such as disability in estimating the bounds of the existing uncertainties and lack of stability proof of the closed-loop system. In what follows, to overcome the aforementioned problems, an adaptive fuzzy system is designed such that it can estimate the bounds of the existing uncertainties. Ultimately, the chicken swarm optimization algorithm is utilized to determine the optimal values of coefficients of the adaptive fuzzy sliding mode control and to decrease the control input amplitude. To investigate the desirable performance of the optimal adaptive fuzzy sliding mode controller, simulations in four steps are implemented on a camera stabilizer.

[1]  Hamid Hassanpour,et al.  Tracking and Re-identification of People in a Network of Cameras with Disjoint Views based on Fuzzy System in Indoor Environments , 2016 .

[2]  S. A. Salman,et al.  An Adaptive Fuzzy Sliding Mode Control Scheme for Robotic Systems , 2011 .

[3]  محمد ویسی,et al.  Eliminating chattering phenomenon in sliding mode control of robot manipulators in the joint space using fuzzy logic , 2013 .

[4]  Toshio Yoshimura Adaptive fuzzy sliding mode control for uncertain multi-input multi-output discrete-time systems using a set of noisy measurements , 2015, Int. J. Syst. Sci..

[5]  Mohammad Veysi,et al.  A New Robust Fuzzy Sliding Mode Control of Robot Manipulator in the Task Space in Presence of Uncertainties , 2015 .

[6]  Ebrahim Farjah,et al.  Backstepping-Based Control of a Strapdown Boatboard Camera Stabilizer , 2007 .

[7]  Her-Terng Yau,et al.  Chattering-free fuzzy sliding-mode control strategy for uncertain chaotic systems , 2006 .

[8]  M.K. Masten,et al.  Inertially stabilized platforms for optical imaging systems , 2008, IEEE Control Systems.

[9]  Chieh-Li Chen,et al.  Optimal design of fuzzy sliding-mode control: A comparative study , 1998, Fuzzy Sets Syst..

[10]  Mark W. Spong,et al.  Robot dynamics and control , 1989 .

[11]  Randal W. Beard,et al.  Target Acquisition, Localization, and Surveillance Using a Fixed-Wing Mini-UAV and Gimbaled Camera , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[13]  Vadim I. Utkin,et al.  A control engineer's guide to sliding mode control , 1999, IEEE Trans. Control. Syst. Technol..

[14]  Robert F. Stengel,et al.  Optimal Control and Estimation , 1994 .

[15]  Haitao Qiu,et al.  An Improved Control Scheme of Gyro Stabilization Electro-Optical Platform , 2007, 2007 IEEE International Conference on Control and Automation.

[16]  Shifeng Zhang,et al.  Design of sliding mode control with disturbance observers for inertial platform , 2013, 2013 25th Chinese Control and Decision Conference (CCDC).

[17]  Ahmad Reza Vali,et al.  Stabilization loop of a two axes gimbal system using self-tuning PID type fuzzy controller. , 2014, ISA transactions.

[18]  C. Knospe,et al.  PID control , 2006, IEEE Control Systems.

[19]  Zdenek Hurák,et al.  Image-Based Pointing and Tracking for Inertially Stabilized Airborne Camera Platform , 2012, IEEE Transactions on Control Systems Technology.

[20]  Abdelaziz Hamzaoui,et al.  Adaptive Type-2 Fuzzy Sliding Mode Controller for SISO Nonlinear Systems Subject to Actuator Faults , 2013, Int. J. Autom. Comput..

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

[22]  Christopher Edwards,et al.  Sliding Mode Control and Observation , 2013 .

[23]  Mohammad Mehdi Fateh,et al.  Robust control of flexible-joint robots using voltage control strategy , 2012 .

[24]  Maria Letizia Corradini,et al.  IEEE Transactions on Control Systems Technology , 2004 .

[25]  Hamed Khodadadi,et al.  Robust control and modeling a 2-DOF Inertial Stabilized Platform , 2011, International Conference on Electrical, Control and Computer Engineering 2011 (InECCE).

[26]  Daobo Wang,et al.  Design and realization of hybrid ACO-based PID and LuGre friction compensation controller for three degree-of-freedom high precision flight simulator , 2009, Simul. Model. Pract. Theory.

[27]  Qi Li,et al.  Cascade servo control for LOS stabilization of opto-electronic tracking platform—design and self-tuning , 2009, 2009 International Conference on Information and Automation.

[28]  Mohammad Reza Soltanpour,et al.  Voltage-Base Control of Robot Manipulator Using Adaptive Fuzzy Sliding Mode Control , 2017, Int. J. Fuzzy Syst..

[29]  Mohammad Reza Khalghani,et al.  An optimal and intelligent control strategy for a class of nonlinear systems: adaptive fuzzy sliding mode , 2016 .

[30]  Mostafa Khazaee,et al.  Adaptive fuzzy predictive sliding control of uncertain nonlinear systems with bound-known input delay. , 2015, ISA transactions.

[31]  Xiangyang Zhou,et al.  Decoupling control for two-axis inertially stabilized platform based on an inverse system and internal model control , 2014 .

[32]  Jun Wang,et al.  Adaptive Fuzzy Wavelet Control for a Class of Uncertain Nonlinear Systems , 2006, 2006 International Conference on Machine Learning and Cybernetics.

[33]  Abdelaziz Hamzaoui,et al.  Direct and Indirect Robust Adaptive Fuzzy Controllers for a Class of Nonlinear Systems , 2006 .

[34]  Yu Liu,et al.  A New Bio-inspired Algorithm: Chicken Swarm Optimization , 2014, ICSI.

[35]  Mohammad Hassan Khooban,et al.  A novel self-adaptive modified bat fuzzy sliding mode control of robot manipulator in presence of uncertainties in task space , 2014, Robotica.

[36]  Nan-Chyuan Tsai,et al.  Nonlinear dynamics and control for single-axis gyroscope systems , 2007 .

[37]  David W Ginsberg,et al.  Variable structure control systems , 1989 .

[38]  Vadim I. Utkin,et al.  Sliding mode control design principles and applications to electric drives , 1993, IEEE Trans. Ind. Electron..

[39]  Alireza Fatehi,et al.  Modeling and fuzzy control of 3-DOF image stabilizer in presence of uncertainty and disturbance , 2011, 2011 IEEE International Conference on Control System, Computing and Engineering.

[40]  Li Qi Fuzzy self-adjusting sliding mode decoupling control for gyro stabilized platform , 2008 .

[41]  Mohammad Hassan Khooban,et al.  A particle swarm optimization approach for fuzzy sliding mode control for tracking the robot manipulator , 2013 .

[42]  Hugang Han,et al.  Adaptive fuzzy sliding-mode control for a class of nonlinear systems with uncertainties , 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).