메뉴 건너뛰기




Volumn 46, Issue 6, 2016, Pages 740-749

Trajectory-Tracking Control of Mobile Robot Systems Incorporating Neural-Dynamic Optimized Model Predictive Approach

Author keywords

Model predictive controls (MPCs); neural dynamic optimization; quadratic programming (QP) problem; trajectory tracking

Indexed keywords

COST FUNCTIONS; MOBILE ROBOTS; MODEL PREDICTIVE CONTROL; NAVIGATION; PREDICTIVE CONTROL SYSTEMS; QUADRATIC PROGRAMMING; ROBOT PROGRAMMING; TRAJECTORIES;

EID: 84971613909     PISSN: 21682216     EISSN: 21682232     Source Type: Journal    
DOI: 10.1109/TSMC.2015.2465352     Document Type: Article
Times cited : (349)

References (46)
  • 1
    • 84887122634 scopus 로고    scopus 로고
    • A teleoperation approach for mobile social robots incorporating automatic gaze control and threedimensional spatial visualization
    • Feb.
    • A. Mora, D. F. Glas, T. Kanda, and N. Hagita, "A teleoperation approach for mobile social robots incorporating automatic gaze control and threedimensional spatial visualization," IEEE Trans. Syst., Man, Cybern., Syst., vol. 43, no. 1, pp. 630-642, Feb. 2013.
    • (2013) IEEE Trans. Syst., Man, Cybern., Syst. , vol.43 , Issue.1 , pp. 630-642
    • Mora, A.1    Glas, D.F.2    Kanda, T.3    Hagita, N.4
  • 2
    • 84887053653 scopus 로고    scopus 로고
    • Designing and implementing a human-robot team for social interactions
    • Feb.
    • K. Zheng, D. F. Glas, T. Kanda, and H. Ishiguro, "Designing and implementing a human-robot team for social interactions," IEEE Trans. Syst., Man, Cybern., Syst., vol. 43, no. 4, pp. 843-859, Feb. 2013.
    • (2013) IEEE Trans. Syst., Man, Cybern., Syst. , vol.43 , Issue.4 , pp. 843-859
    • Zheng, K.1    Glas, D.F.2    Kanda, T.3    Ishiguro, H.4
  • 4
    • 84904658052 scopus 로고    scopus 로고
    • Representation and inference of user intention for Internet robot
    • Jan.
    • J. Su, "Representation and inference of user intention for Internet robot," IEEE Trans. Syst., Man, Cybern., Syst., vol. 44, no. 8, pp. 995-1002, Jan. 2014.
    • (2014) IEEE Trans. Syst., Man, Cybern., Syst. , vol.44 , Issue.8 , pp. 995-1002
    • Su, J.1
  • 5
    • 56349165767 scopus 로고    scopus 로고
    • Velocity planning for a mobile robot to track a moving target-A potential field approach
    • L. Huang, "Velocity planning for a mobile robot to track a moving target-A potential field approach," Robot. Auton. Syst., vol. 57, no. 1, pp. 55-63, 2009.
    • (2009) Robot. Auton. Syst. , vol.57 , Issue.1 , pp. 55-63
    • Huang, L.1
  • 6
    • 78449242018 scopus 로고    scopus 로고
    • Target tracking and obstacle avoidance for multi-agent systems
    • Nov.
    • J. Yan, X.-P. Guan, and F.-X. Tan, "Target tracking and obstacle avoidance for multi-agent systems," Int. J. Autom. Comput., vol. 7, no. 4, pp. 550-556, Nov. 2010.
    • (2010) Int. J. Autom. Comput. , vol.7 , Issue.4 , pp. 550-556
    • Yan, J.1    Guan, X.-P.2    Tan, F.-X.3
  • 7
    • 84863148673 scopus 로고    scopus 로고
    • A new method for mobile robots to avoid collision with moving obstacle
    • Y. Zhu, T. Zhang, J. Song, X. Li, and M. Nakamura, "A new method for mobile robots to avoid collision with moving obstacle," Artif. Life Robot., vol. 16, no. 4, pp. 507-510, 2012.
    • (2012) Artif. Life Robot. , vol.16 , Issue.4 , pp. 507-510
    • Zhu, Y.1    Zhang, T.2    Song, J.3    Li, X.4    Nakamura, M.5
  • 8
    • 79953113393 scopus 로고    scopus 로고
    • Decentralized robust collision avoidance based on receding horizon planning and potential field for multi-robots systems
    • J. A. Cetto, J. Filipe, and J.-L. Ferrier, Eds. Berlin, Germany: Springer
    • M. Defoort, A. Doniec, and N. Bouraqadi, "Decentralized robust collision avoidance based on receding horizon planning and potential field for multi-robots systems," in Informatics in Control Automation and Robotics (LNEE 85), J. A. Cetto, J. Filipe, and J.-L. Ferrier, Eds. Berlin, Germany: Springer, 2011, pp. 201-215.
    • (2011) Informatics in Control Automation and Robotics (LNEE 85) , pp. 201-215
    • Defoort, M.1    Doniec, A.2    Bouraqadi, N.3
  • 9
    • 77956225881 scopus 로고    scopus 로고
    • A simple adaptive control approach for trajectory tracking of electrically driven nonholonomic mobile robots
    • Sep.
    • B. S. Park, S. J. Yoo, J. B. Park, and Y. H. Choi, "A simple adaptive control approach for trajectory tracking of electrically driven nonholonomic mobile robots," IEEE Trans. Control Syst. Technol., vol. 18, no. 5, pp. 1199-1206, Sep. 2010.
    • (2010) IEEE Trans. Control Syst. Technol. , vol.18 , Issue.5 , pp. 1199-1206
    • Park, B.S.1    Yoo, S.J.2    Park, J.B.3    Choi, Y.H.4
  • 10
    • 84857427508 scopus 로고    scopus 로고
    • Output feedback tracking control of uncertain non-holonomic wheeled mobile robots: A dynamic surface control approach
    • Jan.
    • K. Shojaei and A. M. Shahri, "Output feedback tracking control of uncertain non-holonomic wheeled mobile robots: A dynamic surface control approach," IET Control Theory Appl., vol. 6, no. 2, pp. 216-228, Jan. 2012.
    • (2012) IET Control Theory Appl. , vol.6 , Issue.2 , pp. 216-228
    • Shojaei, K.1    Shahri, A.M.2
  • 11
    • 0037326125 scopus 로고    scopus 로고
    • Robust adaptive motion/force tracking control of uncertain nonholonomic mechanical systems
    • Feb.
    • M. Oya, C.-Y. Su, and R. Katoh, "Robust adaptive motion/force tracking control of uncertain nonholonomic mechanical systems," IEEE Trans. Robot. Autom., vol. 19, no. 1, pp. 175-181, Feb. 2003.
    • (2003) IEEE Trans. Robot. Autom. , vol.19 , Issue.1 , pp. 175-181
    • Oya, M.1    Su, C.-Y.2    Katoh, R.3
  • 12
    • 55349100172 scopus 로고    scopus 로고
    • Adaptive robust output-feedback motion/force control of electrically driven nonholonomic mobile manipulators
    • Nov.
    • Z. Li, S. S. Ge, M. Adams, and W. S. Wijesoma, "Adaptive robust output-feedback motion/force control of electrically driven nonholonomic mobile manipulators," IEEE Trans. Control Syst. Technol., vol. 16, no. 6, pp. 1308-1315, Nov. 2008.
    • (2008) IEEE Trans. Control Syst. Technol. , vol.16 , Issue.6 , pp. 1308-1315
    • Li, Z.1    Ge, S.S.2    Adams, M.3    Wijesoma, W.S.4
  • 13
    • 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
  • 14
    • 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
  • 15
    • 58449124658 scopus 로고    scopus 로고
    • Receding horizon tracking control for wheeled mobile robots with time-delay
    • Y. Gao, C. G. Lee, and K. T. Chong, "Receding horizon tracking control for wheeled mobile robots with time-delay," J. Mech. Sci. Technol., vol. 22, no. 12, pp. 2403-2416, 2008.
    • (2008) J. Mech. Sci. Technol. , vol.22 , Issue.12 , pp. 2403-2416
    • Gao, Y.1    Lee, C.G.2    Chong, K.T.3
  • 16
    • 84887220335 scopus 로고    scopus 로고
    • Multi-robot nonlinear model predictive formation control: Moving target and target absence
    • T. P. Nascimentoa, A. P. Moreirab, and A. S. Conceicao, "Multi-robot nonlinear model predictive formation control: Moving target and target absence," Robot. Auton. Syst., vol. 61, no. 12, pp. 1502-1515, 2013.
    • (2013) Robot. Auton. Syst. , vol.61 , Issue.12 , pp. 1502-1515
    • Nascimentoa, T.P.1    Moreirab, A.P.2    Conceicao, A.S.3
  • 17
    • 84882787392 scopus 로고    scopus 로고
    • High-speed trajectory tracking based on model predictive control for omni-directional mobile robots
    • Guiyang, China
    • Z. Zeng, H. Lu, and Z. Zheng, "High-speed trajectory tracking based on model predictive control for omni-directional mobile robots," in Proc. 25th Chin. Control Decis. Conf. (CCDC), Guiyang, China, 2013, pp. 3179-3184.
    • (2013) Proc. 25th Chin. Control Decis. Conf. (CCDC) , pp. 3179-3184
    • Zeng, Z.1    Lu, H.2    Zheng, Z.3
  • 18
    • 84873530705 scopus 로고    scopus 로고
    • Tracking control and stabilization of wheeled mobile robots by nonlinear model predictive control
    • Hefei, China, Jul.
    • M.-M. Ma, S. Li, and X.-J. Liu, "Tracking control and stabilization of wheeled mobile robots by nonlinear model predictive control," in Proc. 31st Chin. Control Conf., Hefei, China, Jul. 2012, pp. 4056-4061.
    • (2012) Proc. 31st Chin. Control Conf. , pp. 4056-4061
    • Ma, M.-M.1    Li, S.2    Liu, X.-J.3
  • 19
    • 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
  • 20
    • 4844228408 scopus 로고    scopus 로고
    • A unified quadratic-programmingbased dynamical system approach to joint torque optimization of physically constrained redundant manipulators
    • Oct.
    • Y. Zhang, S. S. Ge, and T. H. Lee, "A unified quadratic-programmingbased dynamical system approach to joint torque optimization of physically constrained redundant manipulators," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2126-2132, Oct. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.5 , pp. 2126-2132
    • Zhang, Y.1    Ge, S.S.2    Lee, T.H.3
  • 21
    • 77954761552 scopus 로고    scopus 로고
    • Multicriteria optimization for coordination of redundant robots using a dual neural network
    • Aug.
    • Z. Hou, L. Cheng, and M. Tan, "Multicriteria optimization for coordination of redundant robots using a dual neural network," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 4, pp. 1075-1087, Aug. 2010.
    • (2010) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.40 , Issue.4 , pp. 1075-1087
    • Hou, Z.1    Cheng, L.2    Tan, M.3
  • 22
    • 0025890789 scopus 로고
    • Feedback control of a nonholonomic wheeled cart in cartesian space
    • Sacramento, CA, USA
    • C. Samson and K. Ait-Abderrahim, "Feedback control of a nonholonomic wheeled cart in cartesian space," in Proc. IEEE Int. Conf. Robot. Autom., Sacramento, CA, USA, 1991, pp. 1136-1141.
    • (1991) Proc. IEEE Int. Conf. Robot. Autom. , pp. 1136-1141
    • Samson, C.1    Ait-Abderrahim, K.2
  • 23
    • 79955139526 scopus 로고
    • Control and stabilization of nonholonomic dynamic systems
    • Nov.
    • A. M. Bloch, M. Reyhanoglu, and N. H. McClamroch, "Control and stabilization of nonholonomic dynamic systems," IEEE Trans. Autom. Control, vol. 37, no. 11, pp. 1746-1757, Nov. 1992.
    • (1992) IEEE Trans. Autom. Control , vol.37 , Issue.11 , pp. 1746-1757
    • Bloch, A.M.1    Reyhanoglu, M.2    McClamroch, N.H.3
  • 24
    • 0028756241 scopus 로고
    • Stabilization of a nonholonomic system via sliding modes
    • Lake Buena Vista, FL, USA
    • A. M. Bloch and S. Drakunov, "Stabilization of a nonholonomic system via sliding modes," in Proc. 33rd IEEE Conf. Decis. Control, Lake Buena Vista, FL, USA, 1994, pp. 2961-2963.
    • (1994) Proc. 33rd IEEE Conf. Decis. Control , pp. 2961-2963
    • Bloch, A.M.1    Drakunov, S.2
  • 25
    • 0034292121 scopus 로고    scopus 로고
    • Adaptive tracking control of a nonholonomic mobile robot
    • Oct.
    • T. Fukao, H. Nakagawa, and N. Adachi, "Adaptive tracking control of a nonholonomic mobile robot," IEEE Trans. Robot. Autom., vol. 16, no. 5, pp. 609-615, Oct. 2000.
    • (2000) IEEE Trans. Robot. Autom. , vol.16 , Issue.5 , pp. 609-615
    • Fukao, T.1    Nakagawa, H.2    Adachi, N.3
  • 26
    • 0031186936 scopus 로고    scopus 로고
    • Tracking control of mobile robots: A case study in backstepping
    • Z. P. Jiang and H. Nijmeijer, "Tracking control of mobile robots: A case study in backstepping," Automatica, vol. 33, no. 7, pp. 1393-1399, 1997.
    • (1997) Automatica , vol.33 , Issue.7 , pp. 1393-1399
    • Jiang, Z.P.1    Nijmeijer, H.2
  • 27
    • 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
  • 28
    • 0033876326 scopus 로고    scopus 로고
    • Constrained model predictive control: Stability and optimality
    • D. Q. Mayne, J. B. Rawlings, C. V. Rao, and P. O. M. Scokaert, "Constrained model predictive control: Stability and optimality," Automatica, vol. 36, no. 6, pp. 789-814, 2000.
    • (2000) Automatica , vol.36 , Issue.6 , pp. 789-814
    • Mayne, D.Q.1    Rawlings, J.B.2    Rao, C.V.3    Scokaert, P.O.M.4
  • 30
    • 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., vol. 25, no. 11, pp. 1521-1530, Nov. 1995.
    • (1995) IEEE Trans. Syst., Man, Cybern. , vol.25 , Issue.11 , pp. 1521-1530
    • Cheng, F.T.1    Sheu, R.J.2    Chen, T.H.3
  • 31
    • 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
  • 33
    • 77951158435 scopus 로고    scopus 로고
    • Model predictive control tuning methods: A review
    • J. Garriga and M. Soroush, "Model predictive control tuning methods: A review," Ind. Eng. Chem. Res., vol. 49, no. 8, pp. 3505-3515, 2010.
    • (2010) Ind. Eng. Chem. Res. , vol.49 , Issue.8 , pp. 3505-3515
    • Garriga, J.1    Soroush, M.2
  • 34
    • 0032141557 scopus 로고    scopus 로고
    • Constrained linear quadratic regulation
    • Aug.
    • P. Scokaert and J. Rawlings, "Constrained linear quadratic regulation," IEEE Trans. Autom. Control, vol. 43, no. 8, pp. 1163-1169, Aug. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.43 , Issue.8 , pp. 1163-1169
    • Scokaert, P.1    Rawlings, J.2
  • 35
    • 0033738643 scopus 로고    scopus 로고
    • Feasibility and stability of constrained finite receding horizon control
    • J. A. Primbs and V. Nevistic, "Feasibility and stability of constrained finite receding horizon control," Automatica, vol. 36, no. 7, pp. 965-971, 2000.
    • (2000) Automatica , vol.36 , Issue.7 , pp. 965-971
    • Primbs, J.A.1    Nevistic, V.2
  • 36
    • 20344373666 scopus 로고    scopus 로고
    • On the stability of receding horizon control with a general terminal cost
    • May
    • A. Jadbabaie and J. Hauser, "On the stability of receding horizon control with a general terminal cost," IEEE Trans. Autom. Control, vol. 50, no. 5, pp. 674-678, May 2005.
    • (2005) IEEE Trans. Autom. Control , vol.50 , Issue.5 , pp. 674-678
    • Jadbabaie, A.1    Hauser, J.2
  • 38
    • 0242657916 scopus 로고    scopus 로고
    • A digital hardware pulse-mode neuron with piecewise linear activation function
    • Sep.
    • H. Hikawa, "A digital hardware pulse-mode neuron with piecewise linear activation function," IEEE Trans. Neural Netw., vol. 14, no. 5, pp. 1028-1037, Sep. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.5 , pp. 1028-1037
    • Hikawa, H.1
  • 39
    • 0022721216 scopus 로고
    • Simple neural optimization networks: An A/D converter, signal decision circuit, and a linear programming circuit
    • May
    • D. W. Tank and J. J. Hopfield, "Simple neural optimization networks: An A/D converter, signal decision circuit, and a linear programming circuit," IEEE Trans. Circuits Syst., vol. 33, no. 5, pp. 533-541, May 1986.
    • (1986) IEEE Trans. Circuits Syst. , vol.33 , Issue.5 , pp. 533-541
    • Tank, D.W.1    Hopfield, J.J.2
  • 40
    • 0024016062 scopus 로고
    • Neural networks for nonlinear programming
    • May
    • M. P. Kennedy and L. O. Chua, "Neural networks for nonlinear programming," IEEE Trans. Circuits Syst., vol. 35, no. 5, pp. 554-562, May 1988.
    • (1988) IEEE Trans. Circuits Syst. , vol.35 , Issue.5 , pp. 554-562
    • Kennedy, M.P.1    Chua, L.O.2
  • 41
    • 23944510699 scopus 로고    scopus 로고
    • On the LVI-based primal-dual neural network for solving online linear and quadratic programming problems
    • Portland, OR, USA
    • Y. Zhang, "On the LVI-based primal-dual neural network for solving online linear and quadratic programming problems," in Proc. Amer. Control Conf., Portland, OR, USA, 2005, pp. 1351-1356.
    • (2005) Proc. Amer. Control Conf. , pp. 1351-1356
    • Zhang, Y.1
  • 42
    • 0034102116 scopus 로고    scopus 로고
    • A recurrent neural network for solving linear projection equations
    • Y. Xia and J. Wang, "A recurrent neural network for solving linear projection equations," Neural Netw., vol. 13, no. 3, pp. 337-350, 2000.
    • (2000) Neural Netw. , vol.13 , Issue.3 , pp. 337-350
    • Xia, Y.1    Wang, J.2
  • 43
    • 84941905276 scopus 로고    scopus 로고
    • Optimization-based autonomous racing of 1:43 scale RC cars
    • Sep./Oct.
    • A. Liniger, A. Domahidi, and M. Morari, "Optimization-based autonomous racing of 1:43 scale RC cars," Optim. Control Appl. Method, vol. 36, no. 5, pp. 628-647, Sep./Oct. 2015.
    • (2015) Optim. Control Appl. Method , vol.36 , Issue.5 , pp. 628-647
    • Liniger, A.1    Domahidi, A.2    Morari, M.3
  • 44
    • 84872116142 scopus 로고    scopus 로고
    • Efficient interior point methods for multistage problems arising in receding horizon control
    • Maui, HI, USA, Dec.
    • A. Domahidi, A. Zgraggen, M. N. Zeilinger, M. Morari, and C. N. Jones, "Efficient interior point methods for multistage problems arising in receding horizon control," in Proc. IEEE Conf. Decis. Control (CDC), Maui, HI, USA, Dec. 2012, pp. 668-674.
    • (2012) Proc. IEEE Conf. Decis. Control (CDC) , pp. 668-674
    • Domahidi, A.1    Zgraggen, A.2    Zeilinger, M.N.3    Morari, M.4    Jones, C.N.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.