Optimized adaptive tracking control for an underactuated vibro-driven capsule system

This paper studies the issue of adaptive trajectory tracking control for an underactuated vibro-driven capsule system and presents a novel motion generation framework. In this framework, feasible motion trajectory is derived through investigating dynamic constraints and kernel control indexes that underlie the underactuated dynamics. Due to the underactuated nature of the capsule system, the global motion dynamics cannot be directly controlled. The main objective of optimization is to indirectly control the friction-induced stick–slip motions to reshape the passive dynamics and, by doing so, to obtain optimal system performance in terms of average speed and energy efficacy. Two tracking control schemes are designed using a closed-loop feedback linearization approach and an adaptive variable structure control method with an auxiliary control variable, respectively. The reference model is accurately matched in a finite-time horizon. The key point is to define an exogenous state variable whose dynamics is employed as a control input. The tracking performance and system stability are investigated through rigorous theoretic analysis. Extensive simulation studies are conducted to demonstrate the effectiveness and feasibility of the developed trajectory model and optimized adaptive control system.

[1]  R. W. Brockett,et al.  Asymptotic stability and feedback stabilization , 1982 .

[2]  Giovanni Muscato,et al.  A roll stabilization system for a monohull ship: modeling, identification, and adaptive control , 1996, IEEE Trans. Control. Syst. Technol..

[3]  Mark W. Spong,et al.  Underactuated mechanical systems , 1998 .

[4]  Katsuhisa Furuta,et al.  Motion Generation of the Capsubot Using Internal Force and Static Friction , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[5]  Hong Gu,et al.  A Bristle-Based Pipeline Robot for Ill-Constraint Pipes , 2008, IEEE/ASME Transactions on Mechatronics.

[6]  Yang Liu,et al.  Closed-loop tracking control of a pendulum-driven cart-pole underactuated system , 2008 .

[7]  Metin Sitti,et al.  Miniature devices: Voyage of the microrobots , 2009, Nature.

[8]  Paolo Dario,et al.  Robotic magnetic steering and locomotion of capsule endoscope for diagnostic and surgical endoluminal procedures , 2009, Robotica.

[9]  Jian Huang,et al.  Sliding-Mode Velocity Control of Mobile-Wheeled Inverted-Pendulum Systems , 2010, IEEE Transactions on Robotics.

[10]  Chin-Wang Tao,et al.  Adaptive Fuzzy Switched Swing-Up and Sliding Control for the Double-Pendulum-and-Cart System , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[11]  Stefan Schaal,et al.  Inverse dynamics control of floating base systems using orthogonal decomposition , 2010, 2010 IEEE International Conference on Robotics and Automation.

[12]  E. Yoon,et al.  Active locomotion of a paddling-based capsule endoscope in an in vitro and in vivo experiment (with videos). , 2010, Gastrointestinal endoscopy.

[13]  Krzysztof Dziewiecki,et al.  Inverse dynamics of underactuated mechanical systems: A simple case study and experimental verification , 2011 .

[14]  Arun D. Mahindrakar,et al.  Robust Stabilization of a Class of Underactuated Mechanical Systems Using Time Scaling and Lyapunov Redesign , 2011, IEEE Transactions on Industrial Electronics.

[15]  Juho Pokki,et al.  In Vitro Oxygen Sensing Using Intraocular Microrobots , 2012, IEEE Transactions on Biomedical Engineering.

[16]  Luigi Fortuna,et al.  Artemia swarm dynamics and path tracking , 2012 .

[17]  Emanuel Todorov,et al.  Trajectory optimization for domains with contacts using inverse dynamics , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[18]  G. Vossoughi,et al.  Dynamic analysis of microrobots with Coulomb friction using harmonic balance method , 2012 .

[19]  Arun Ghosh,et al.  Brief Paper - Robust proportional-integral-derivative compensation of an inverted cart-pendulum system: an experimental study , 2012 .

[20]  Jian Xu,et al.  Controlled motion of a two-module vibration-driven system induced by internal acceleration-controlled masses , 2012 .

[21]  Zhu Qidan,et al.  Sliding mode tracking control of an underactuated surface vessel , 2012 .

[22]  Xuebo Zhang,et al.  A Motion Planning-Based Adaptive Control Method for an Underactuated Crane System , 2012, IEEE Transactions on Control Systems Technology.

[23]  Alin Albu-Schäffer,et al.  Energy Shaping Control for a Class of Underactuated Euler-Lagrange Systems , 2012, SyRoCo.

[24]  Xin Xin,et al.  Energy-Based Swing-Up Control for a Remotely Driven Acrobot: Theoretical and Experimental Results , 2012, IEEE Transactions on Control Systems Technology.

[25]  Chitralekha Mahanta,et al.  Integral backstepping sliding mode control for underactuated systems: swing-up and stabilization of the Cart-Pendulum System. , 2013, ISA transactions.

[26]  Ning Sun,et al.  Energy coupling output feedback control of 4-DOF underactuated cranes with saturated inputs , 2013, Autom..

[27]  Hongnian Yu,et al.  Modelling of a Vibro-Impact Capsule System , 2013 .

[28]  Jing Li,et al.  Trajectory Planning and Optimized Adaptive Control for a Class of Wheeled Inverted Pendulum Vehicle Models , 2013, IEEE Transactions on Cybernetics.

[29]  Stephen A. Mahin,et al.  Effect of support rotation on triple friction pendulum bearing behavior , 2013 .

[30]  Chih-Lyang Hwang,et al.  Adaptive Fuzzy Hierarchical Sliding-Mode Control for the Trajectory Tracking of Uncertain Underactuated Nonlinear Dynamic Systems , 2014, IEEE Transactions on Fuzzy Systems.

[31]  Tong Heng Lee,et al.  Design and Implementation of Integral Sliding-Mode Control on an Underactuated Two-Wheeled Mobile Robot , 2014, IEEE Transactions on Industrial Electronics.

[32]  Hongnian Yu,et al.  Modelling and control of an elastically joint-actuated cart-pole underactuated system , 2014, 2014 20th International Conference on Automation and Computing.

[33]  Metin Sitti,et al.  Biopsy using a Magnetic Capsule Endoscope Carrying, Releasing, and Retrieving Untethered Microgrippers , 2014, IEEE Transactions on Biomedical Engineering.

[34]  Chen Chen,et al.  An Ultracompact Dual-Stage Converter for Driving Electrostatic Actuators in Mobile Microrobots , 2014, IEEE Transactions on Power Electronics.

[35]  Daniele Pucci,et al.  Collocated Adaptive Control of Underactuated Mechanical Systems , 2014, IEEE Transactions on Robotics.

[36]  Tristan Perez,et al.  Energy-based motion control of a slender hull unmanned underwater vehicle ☆ , 2015 .

[37]  Hongnian Yu,et al.  Trajectory tracking control of an underactuated capsubot , 2015, Auton. Robots.

[38]  Hongnian Yu,et al.  On periodically pendulum-diven systems for underactuated locomotion: A viscoelastic jointed model , 2015, 2015 21st International Conference on Automation and Computing (ICAC).

[39]  Kim Doang Nguyen,et al.  Adaptive control of underactuated robots with unmodeled dynamics , 2015, Robotics Auton. Syst..

[40]  Ming Yue,et al.  Indirect adaptive fuzzy control for a nonholonomic/underactuated wheeled inverted pendulum vehicle based on a data-driven trajectory planner , 2016, Fuzzy Sets Syst..

[41]  Hongnian Yu,et al.  Modelling and dynamic analysis of underactuated capsule systems with friction-induced hysteresis , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[42]  Yang Liu,et al.  Experimental verification of the vibro-impact capsule model , 2016 .

[43]  Hongnian Yu,et al.  Geometric analysis-based trajectory planning and control for underactuated capsule systems with viscoelastic property , 2018, Trans. Inst. Meas. Control.