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Volumn 45, Issue 10, 2015, Pages 1313-1321

Model Predictive Control of Nonholonomic Chained Systems Using General Projection Neural Networks Optimization

Author keywords

General projection neural networks (GPNs); model predictive control (MPC); nonholonomic chained systems; scaling transformation

Indexed keywords

ITERATIVE METHODS; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; QUADRATIC PROGRAMMING;

EID: 84942259312     PISSN: 21682216     EISSN: 21682232     Source Type: Journal    
DOI: 10.1109/TSMC.2015.2398833     Document Type: Article
Times cited : (136)

References (41)
  • 1
    • 0001215663 scopus 로고
    • Asymptotic stability and feedback stabilization
    • Boston, MA, USA Birkhauser
    • R. W. Brockett, "Asymptotic stability and feedback stabilization, " in Differential Geometry Control Theory. Boston, MA, USA: Birkhauser, 1983, pp. 181-208.
    • (1983) Differential Geometry Control Theory , pp. 181-208
    • Brockett, R.W.1
  • 2
    • 0027590367 scopus 로고
    • Nonholonomic motion planning: Steering using sinusoids
    • May
    • R. Murray and S. Sastry, "Nonholonomic motion planning: Steering using sinusoids, " IEEE Trans. Autom. Control, vol. 38, no. 5, pp. 700-716, May 1993.
    • (1993) IEEE Trans. Autom. Control , vol.38 , Issue.5 , pp. 700-716
    • Murray, R.1    Sastry, S.2
  • 3
    • 0035889164 scopus 로고    scopus 로고
    • Exponential stabilization of nonholonomic systems: An ENI approach
    • W. Huo and S. S. Ge, "Exponential stabilization of nonholonomic systems: An ENI approach, " Int. J. Control, vol. 74, no. 15, pp. 1492-1500, 2001.
    • (2001) Int. J. Control , vol.74 , Issue.15 , pp. 1492-1500
    • Huo, W.1    Ge, S.S.2
  • 5
    • 84893931578 scopus 로고    scopus 로고
    • Second-order locally dynamical consensus of multiagent systems with arbitrarily fast switching directed topologies
    • Dec
    • H. Li, X. Liao, and T. Huang, "Second-order locally dynamical consensus of multiagent systems with arbitrarily fast switching directed topologies, " IEEE Trans. Syst., Man, Cybern., Syst., vol. 43, no. 6, pp. 1343-1353, Dec. 2013.
    • (2013) IEEE Trans. Syst., Man, Cybern., Syst , vol.43 , Issue.6 , pp. 1343-1353
    • Li, H.1    Liao, X.2    Huang, T.3
  • 6
    • 77955419963 scopus 로고    scopus 로고
    • Robust adaptive motion/force control for wheeled inverted pendulums
    • Z. Li and Y. Zhang, "Robust adaptive motion/force control for wheeled inverted pendulums, " Automatica, vol. 46, no. 8, pp. 1346-1353, 2010.
    • (2010) Automatica , vol.46 , Issue.8 , pp. 1346-1353
    • Li, Z.1    Zhang, Y.2
  • 7
    • 0031145089 scopus 로고    scopus 로고
    • Exponential stabilization of driftless nonlinear control systems using homogeneous feedback
    • May
    • R. T. MCloskey and R. M. Murray, "Exponential stabilization of driftless nonlinear control systems using homogeneous feedback, " IEEE Trans. Autom. Control, vol. 42, no. 5, pp. 614-628, May 1997.
    • (1997) IEEE Trans. Autom. Control , vol.42 , Issue.5 , pp. 614-628
    • MCloskey, R.T.1    Murray, R.M.2
  • 8
    • 0000069422 scopus 로고    scopus 로고
    • Iterative design of time-varying stabilizers for multiinput systems in chained form
    • Z. P. Jiang, "Iterative design of time-varying stabilizers for multiinput systems in chained form, " Syst. Control Lett., vol. 28, no. 5, pp. 255-262, 1996.
    • (1996) Syst. Control Lett , vol.28 , Issue.5 , pp. 255-262
    • Jiang, Z.P.1
  • 9
    • 0029727003 scopus 로고    scopus 로고
    • Discontinuous control of nonholonomic systems
    • A. Astolfi, "Discontinuous control of nonholonomic systems, " Syst. Control Lett., vol. 27, no. 1, pp. 37-45, 1996.
    • (1996) Syst. Control Lett , vol.27 , Issue.1 , pp. 37-45
    • Astolfi, A.1
  • 10
    • 0034141067 scopus 로고    scopus 로고
    • Robust exponential regulation of nonholonomic systems with uncertainties
    • Z. P. Jiang, "Robust exponential regulation of nonholonomic systems with uncertainties, " Automatica, vol. 36, no. 2, pp. 189-209, 2000.
    • (2000) Automatica , vol.36 , Issue.2 , pp. 189-209
    • Jiang, Z.P.1
  • 11
    • 0347338132 scopus 로고    scopus 로고
    • Variable structure exponential stabilization of chained systems based on the extended nonholonomic integrator
    • W. L. Xu and W. Huo, "Variable structure exponential stabilization of chained systems based on the extended nonholonomic integrator, " Syst. Control Lett., vol. 41, no. 4, pp. 225-235, 2000.
    • (2000) Syst. Control Lett , vol.41 , Issue.4 , pp. 225-235
    • Xu, W.L.1    Huo, W.2
  • 12
    • 0036642704 scopus 로고    scopus 로고
    • Exponential stabilization of nonholonomic systems by smooth time-varying control
    • Y. P. Tian and S. H. Li, "Exponential stabilization of nonholonomic systems by smooth time-varying control, " Automatica, vol. 38, no. 7, pp. 1139-1146, 2002.
    • (2002) Automatica , vol.38 , Issue.7 , pp. 1139-1146
    • Tian, Y.P.1    Li, S.H.2
  • 13
    • 0030243937 scopus 로고    scopus 로고
    • Hybrid feedback laws for a class of cascaded nonlinear control systems
    • Sep
    • I. Kolmanovsky and N. H. McClamroch, "Hybrid feedback laws for a class of cascaded nonlinear control systems, " IEEE Trans. Autom. Control, vol. 41, no. 9, pp. 1271-1282, Sep. 1996.
    • (1996) IEEE Trans. Autom. Control , vol.41 , Issue.9 , pp. 1271-1282
    • Kolmanovsky, I.1    McClamroch, N.H.2
  • 14
    • 0033097583 scopus 로고    scopus 로고
    • Stabilization of nonholonomic integrators via logic-based switching
    • J. P. Hespanha and A. S. Morse, "Stabilization of nonholonomic integrators via logic-based switching, " Automatica, vol. 35, no. 3, pp. 385-393, 1999.
    • (1999) Automatica , vol.35 , Issue.3 , pp. 385-393
    • Hespanha, J.P.1    Morse, A.S.2
  • 15
    • 4844229408 scopus 로고    scopus 로고
    • Robust adaptive neural network control of uncertain nonholonomic systems with strong nonlinear drifts
    • Oct
    • Z. P. Wang, S. S. Ge, and T. H. Lee, "Robust adaptive neural network control of uncertain nonholonomic systems with strong nonlinear drifts, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2048-2056, Oct. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.34 , Issue.5 , pp. 2048-2056
    • Wang, Z.P.1    Ge, S.S.2    Lee, T.H.3
  • 16
    • 0035889339 scopus 로고    scopus 로고
    • Stabilization of nonholonomic chained systems via nonregular feedback linearization
    • Z. Sun, S. S. Ge, W. Huo, and T. H. Lee, "Stabilization of nonholonomic chained systems via nonregular feedback linearization, " Syst. Control Lett., vol. 44, no. 4, pp. 279-289, 2001.
    • (2001) Syst. Control Lett , vol.44 , Issue.4 , pp. 279-289
    • Sun, Z.1    Ge, S.S.2    Huo, W.3    Lee, T.H.4
  • 17
    • 34250882738 scopus 로고    scopus 로고
    • Steering control algorithm for a class of wheeled mobile robots
    • Jul
    • F. U. Rehman and M. M. Ahmed, "Steering control algorithm for a class of wheeled mobile robots, " IET Control Theory Appl., vol. 1, no. 4, pp. 915-924, Jul. 2007.
    • (2007) IET Control Theory Appl , vol.1 , Issue.4 , pp. 915-924
    • Rehman, F.U.1    Ahmed, M.M.2
  • 18
    • 0043267588 scopus 로고    scopus 로고
    • Adaptive stabilization of uncertain nonholonomic systems by state and output feedback
    • S. S. Ge, Z. Wang, and T. H. Lee, "Adaptive stabilization of uncertain nonholonomic systems by state and output feedback, " Automatica, vol. 39, no. 8, pp. 1451-1460, 2003.
    • (2003) Automatica , vol.39 , Issue.8 , pp. 1451-1460
    • Ge, S.S.1    Wang, Z.2    Lee, T.H.3
  • 19
    • 84876410549 scopus 로고    scopus 로고
    • Global asymptotic stability controller of uncertain nonholonomic systems
    • Y. Wu, Y. Zhao, and J. Yu, "Global asymptotic stability controller of uncertain nonholonomic systems, " J. Franklin Inst., vol. 350, no. 5, pp. 1248-1263, 2013.
    • (2013) J. Franklin Inst , vol.350 , Issue.5 , pp. 1248-1263
    • Wu, Y.1    Zhao, Y.2    Yu, J.3
  • 20
    • 27144457013 scopus 로고    scopus 로고
    • A stabilizing receding horizon regulator for nonholonomic mobile robots
    • Oct
    • D. Gu and H. Hu, "A stabilizing receding horizon regulator for nonholonomic mobile robots, " IEEE Trans. Robot., vol. 21, no. 5, pp. 1022-1028, Oct. 2005.
    • (2005) IEEE Trans. Robot , vol.21 , Issue.5 , pp. 1022-1028
    • Gu, D.1    Hu, H.2
  • 21
    • 33745621582 scopus 로고    scopus 로고
    • Receding horizon tracking control of wheeled mobile robots
    • Jul
    • D. Gu and H. Hu, "Receding horizon tracking control of wheeled mobile robots, " IEEE Trans. Control Syst. Technol., vol. 14, no. 4, pp. 743-749, Jul. 2006.
    • (2006) IEEE Trans. Control Syst. Technol , vol.14 , Issue.4 , pp. 743-749
    • Gu, D.1    Hu, H.2
  • 22
    • 34247869818 scopus 로고    scopus 로고
    • Tracking-error model-based predictive control for mobile robots in real time
    • G. Klancar and I. Skrjanc, "Tracking-error model-based predictive control for mobile robots in real time, " Robot. Auton. Syst., vol. 55, no. 6, pp. 460-469, 2007.
    • (2007) Robot. Auton. Syst , vol.55 , Issue.6 , pp. 460-469
    • Klancar, G.1    Skrjanc, I.2
  • 23
    • 84867862482 scopus 로고    scopus 로고
    • Applying posture identifier in designing an adaptive nonlinear predictive controller for nonholonomic mobile robot
    • Jan
    • A. S. Al-Araji, M. F. Abbod, and H. S. Al-Raweshidy, "Applying posture identifier in designing an adaptive nonlinear predictive controller for nonholonomic mobile robot, " Neurocomputing, vol. 99, pp. 543-554, Jan. 2013.
    • (2013) Neurocomputing , vol.99 , pp. 543-554
    • Al-Araji, A.S.1    Abbod, M.F.2    Al-Raweshidy, H.S.3
  • 24
    • 84937413178 scopus 로고    scopus 로고
    • Missile guidance law based on robust model predictive control using neural-network optimization
    • Z. Li et al., "Missile guidance law based on robust model predictive control using neural-network optimization, " IEEE Trans. Neural Netw. Learn. Syst., Doi: 10.1109/TNNLS.2014.2345734
    • IEEE Trans. Neural Netw. Learn. Syst
    • Li, Z.1
  • 25
    • 84904747800 scopus 로고    scopus 로고
    • Contact-force distribution optimization and control for quadruped robots using both gradient and adaptive neural networks
    • Aug
    • Z. Li, S. S. Ge, and S. Liu, "Contact-force distribution optimization and control for quadruped robots using both gradient and adaptive neural networks, " IEEE Trans. Neural Netw. Learn. Syst., vol. 25, no. 8, pp. 1460-1473, Aug. 2014.
    • (2014) IEEE Trans. Neural Netw. Learn. Syst , vol.25 , Issue.8 , pp. 1460-1473
    • Li, Z.1    Ge, S.S.2    Liu, S.3
  • 26
    • 84859728454 scopus 로고    scopus 로고
    • Model predictive control of unknown nonlinear dynamical systems based on recurrent neural networks
    • Aug
    • Y. Pan and J. Wang, "Model predictive control of unknown nonlinear dynamical systems based on recurrent neural networks, " IEEE Trans. Ind. Electron., vol. 59, no. 8, pp. 3089-3101, Aug. 2012.
    • (2012) IEEE Trans. Ind. Electron , vol.59 , Issue.8 , pp. 3089-3101
    • Pan, Y.1    Wang, J.2
  • 27
    • 84867879199 scopus 로고    scopus 로고
    • Model predictive control for tracking of underactuated vessels based on recurrent neural networks
    • Oct
    • Z. Yan and J. Wang, "Model predictive control for tracking of underactuated vessels based on recurrent neural networks, " IEEE J. Ocean. Eng., vol. 37, no. 4, pp. 717-726, Oct. 2012.
    • (2012) IEEE J. Ocean. Eng , vol.37 , Issue.4 , pp. 717-726
    • Yan, Z.1    Wang, J.2
  • 28
    • 35148851937 scopus 로고    scopus 로고
    • Recent research in cooperative control of multivehicle systems
    • R. M. Murray, "Recent research in cooperative control of multivehicle systems, " J. Dyn. Syst. Meas. Control, vol. 129, no. 5, pp. 571-583, 2007.
    • (2007) J. Dyn. Syst. Meas. Control , vol.129 , Issue.5 , pp. 571-583
    • Murray, R.M.1
  • 29
    • 0035427311 scopus 로고    scopus 로고
    • Structured neural networks for constrained model predictive control
    • L. Wang and F. Wan, "Structured neural networks for constrained model predictive control, " Automatica, vol. 37, no. 8, pp. 1235-1243, 2001.
    • (2001) Automatica , vol.37 , Issue.8 , pp. 1235-1243
    • Wang, L.1    Wan, F.2
  • 30
    • 4143078142 scopus 로고    scopus 로고
    • A neural network with exponential convergence for solving convex quadratic program and linear piecewise equations
    • Mar
    • Y. Xia, G. Feng, and J. Wang, "A neural network with exponential convergence for solving convex quadratic program and linear piecewise equations, " Neural Netw., vol. 17, no. 7, pp. 1003-1015, Mar. 2004.
    • (2004) Neural Netw , vol.17 , Issue.7 , pp. 1003-1015
    • Xia, Y.1    Feng, G.2    Wang, J.3
  • 33
    • 2442472146 scopus 로고    scopus 로고
    • A general projection neural network for solving monotone variational inequalities and related optimization problems
    • Mar
    • Y. Xia and J. Wang, "A general projection neural network for solving monotone variational inequalities and related optimization problems, " IEEE Trans. Neural Netw., vol. 15, no. 2, pp. 318-328, Mar. 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.2 , pp. 318-328
    • Xia, Y.1    Wang, J.2
  • 35
    • 0027335144 scopus 로고
    • Control of parametrically-dependent linear systems: A single quadratic Lyapunov approach
    • San Francisco, CA, USA
    • G. Becker, A. Packard, D. Philbrick, and G. Balas, "Control of parametrically-dependent linear systems: A single quadratic Lyapunov approach, " in Proc. Amer. Control Conf., vol. 3. San Francisco, CA, USA, 1993, pp. 2795-2799.
    • (1993) Proc. Amer. Control Conf , vol.3 , pp. 2795-2799
    • Becker, G.1    Packard, A.2    Philbrick, D.3    Balas, G.4
  • 36
    • 0029405076 scopus 로고
    • The improved compact QP method for resolving manipulator redundancy
    • Nov
    • F. T. Cheng, R. J. Sheu, and T. H. Chen, "The improved compact QP method for resolving manipulator redundancy, " IEEE Trans. Syst., Man, Cybern., Syst., vol. 25, no. 11, pp. 1521-1530, Nov. 1995.
    • (1995) IEEE Trans. Syst., Man, Cybern., Syst , vol.25 , Issue.11 , pp. 1521-1530
    • Cheng, F.T.1    Sheu, R.J.2    Chen, T.H.3
  • 37
    • 0031285891 scopus 로고    scopus 로고
    • A new algorithm for solving strictly convex quadratic programs
    • W. Li and J. Swetits, "A new algorithm for solving strictly convex quadratic programs, " SIAM J. Optim., vol. 7, no. 3, pp. 595-619, 1997.
    • (1997) SIAM J. Optim , vol.7 , Issue.3 , pp. 595-619
    • Li, W.1    Swetits, J.2
  • 38
    • 81955161169 scopus 로고    scopus 로고
    • Observer-based adaptive fuzzy backstepping control for a class of stochastic nonlinear strict-feedback systems
    • Dec
    • S. Tong, Y. Li, Y. Li, and Y. Liu, "Observer-based adaptive fuzzy backstepping control for a class of stochastic nonlinear strict-feedback systems, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 6, pp. 1693-1704, Dec. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.41 , Issue.6 , pp. 1693-1704
    • Tong, S.1    Li, Y.2    Li, Y.3    Liu, Y.4
  • 39
    • 84863148523 scopus 로고    scopus 로고
    • Adaptive fuzzy output feedback tracking backstepping control of strict-feedback nonlinear systems with unknown dead zones
    • Feb
    • S. Tong and Y. Li, "Adaptive fuzzy output feedback tracking backstepping control of strict-feedback nonlinear systems with unknown dead zones, " IEEE Trans. Fuzzy Syst., vol. 20, no. 1, pp. 168-180, Feb. 2012.
    • (2012) IEEE Trans. Fuzzy Syst , vol.20 , Issue.1 , pp. 168-180
    • Tong, S.1    Li, Y.2
  • 40
    • 84873403667 scopus 로고    scopus 로고
    • Adaptive fuzzy output feedback control of MIMO nonlinear systems with unknown dead-zone input
    • Feb
    • S. Tong and Y. Li, "Adaptive fuzzy output feedback control of MIMO nonlinear systems with unknown dead-zone input, " IEEE Trans. Fuzzy Syst., vol. 21, no. 1, pp. 134-146, Feb. 2013.
    • (2013) IEEE Trans. Fuzzy Syst , vol.21 , Issue.1 , pp. 134-146
    • Tong, S.1    Li, Y.2
  • 41
    • 84879521520 scopus 로고    scopus 로고
    • Decentralised adaptive fuzzy control of coordinated multiple mobile manipulators interacting with non-rigid environments
    • Z. Li, C. Yang, and Y. Tang, "Decentralised adaptive fuzzy control of coordinated multiple mobile manipulators interacting with non-rigid environments, " IET Control Theory Appl. vol. 7, no. 3, pp. 397-410, 2013
    • (2013) IET Control Theory Appl , vol.7 , Issue.3 , pp. 397-410
    • Li, Z.1    Yang, C.2    Tang, Y.3


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