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Volumn 20, Issue 1, 2015, Pages 447-456

Robust tube-based decentralized nonlinear model predictive control of an autonomous tractor-trailer system

Author keywords

Agricultural robot; autonomous vehicle; decentralized nonlinear model predictive control (NMPC); nonlinear moving horizon estimation (NMHE); tractor trailer system; Tube based nonlinear model predictive control

Indexed keywords

CONTROLLERS; DECENTRALIZED CONTROL; MANEUVERABILITY; NONLINEAR ANALYSIS; NONLINEAR SYSTEMS; PREDICTIVE CONTROL SYSTEMS; TRACTORS (AGRICULTURAL); TRACTORS (TRUCK); TRAJECTORIES; TRUCK TRAILERS; TUBES (COMPONENTS); UNMANNED VEHICLES;

EID: 85027926064     PISSN: 10834435     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMECH.2014.2334612     Document Type: Article
Times cited : (90)

References (39)
  • 1
    • 68049098963 scopus 로고    scopus 로고
    • Adaptive steering control of a farm tractor with varying yaw rate properties
    • J. B. Derrick and D. M. Bevly, "Adaptive steering control of a farm tractor with varying yaw rate properties," J. Field Robot., vol. 26, no. 6-7, pp. 519-536, 2009.
    • (2009) J. Field Robot. , vol.26 , Issue.6-7 , pp. 519-536
    • Derrick, J.B.1    Bevly, D.M.2
  • 2
    • 77956170119 scopus 로고    scopus 로고
    • Study of the open and closed loop characteristics of a tractor and a single axle towed implement system
    • M. Karkee and B. L. Steward, "Study of the open and closed loop characteristics of a tractor and a single axle towed implement system," J. Terramech., vol. 47, no. 6, pp. 379-393, 2010.
    • (2010) J. Terramech. , vol.47 , Issue.6 , pp. 379-393
    • Karkee, M.1    Steward, B.L.2
  • 3
    • 84855891003 scopus 로고    scopus 로고
    • Navigation system for agricultural machines: Nonlinear model predictive path tracking
    • J. Backman, T. Oksanen, and A. Visala, "Navigation system for agricultural machines: Nonlinear model predictive path tracking," Comput. Electron. Agric., vol. 82, pp. 32-43, 2012.
    • (2012) Comput. Electron. Agric. , vol.82 , pp. 32-43
    • Backman, J.1    Oksanen, T.2    Visala, A.3
  • 5
    • 84988219984 scopus 로고    scopus 로고
    • Towards agrobots: Trajectory control of an autonomous tractor using type-2 fuzzy logic controllers
    • to be published
    • E. Kayacan, E. Kayacan, H. Ramon, O. Kaynak, and W. Saeys, "Towards agrobots: Trajectory control of an autonomous tractor using type-2 fuzzy logic controllers," IEEE/ASME Trans. Mechatronics, to be published.
    • IEEE/ASME Trans. Mechatronics
    • Kayacan, E.1    Kayacan, E.2    Ramon, H.3    Kaynak, O.4    Saeys, W.5
  • 6
    • 77956423830 scopus 로고    scopus 로고
    • Sequential and iterative architectures for distributed model predictive control of nonlinear process systems
    • J. Liu, X. Chen, D. Muoz de la Pea, and P. D. Christofides, "Sequential and iterative architectures for distributed model predictive control of nonlinear process systems," AIChE J., vol. 56, no. 8, pp. 2137-2149, 2010.
    • (2010) AIChE J. , vol.56 , Issue.8 , pp. 2137-2149
    • Liu, J.1    Chen, X.2    Pea De La D.Muoz3    Christofides, P.D.4
  • 7
    • 84869482273 scopus 로고    scopus 로고
    • An agent-based model-predictive controller for chilled water plants using wireless sensor and actuator networks
    • M. Kane and J. Lynch, "An agent-based model-predictive controller for chilled water plants using wireless sensor and actuator networks," in Proc. Amer. Control Conf., 2012, pp. 1192-1198.
    • (2012) Proc. Amer. Control Conf. , pp. 1192-1198
    • Kane, M.1    Lynch, J.2
  • 8
    • 64849107578 scopus 로고    scopus 로고
    • Architectures for distributed and hierarchical model predictive control-A review
    • R. Scattolini, "Architectures for distributed and hierarchical model predictive control-A review," J. Process Control, vol. 19, no. 5, pp. 723-731, 2009.
    • (2009) J. Process Control , vol.19 , Issue.5 , pp. 723-731
    • Scattolini, R.1
  • 9
    • 33646788782 scopus 로고    scopus 로고
    • Stabilizing decentralized model predictive control of nonlinear systems
    • L. Magni and R. Scattolini, "Stabilizing decentralized model predictive control of nonlinear systems," Automatica, vol. 42, no. 7, pp. 1231-1236, 2006.
    • (2006) Automatica , vol.42 , Issue.7 , pp. 1231-1236
    • Magni, L.1    Scattolini, R.2
  • 10
    • 36349011945 scopus 로고    scopus 로고
    • Decentralized MPC of nonlinear systems: An input-to-state stability approach
    • D. Raimondo, L. Magni, and R. Scattolini, "Decentralized MPC of nonlinear systems: An input-to-state stability approach," Int. J. Robust Nonlinear Control, vol. 17, no. 17, pp. 1651-1667, 2007.
    • (2007) Int. J. Robust Nonlinear Control , vol.17 , Issue.17 , pp. 1651-1667
    • Raimondo, D.1    Magni, L.2    Scattolini, R.3
  • 11
    • 33144484176 scopus 로고    scopus 로고
    • Distributed receding horizon control for multi-vehicle formation stabilization
    • W. B. Dunbar and R. M. Murray, "Distributed receding horizon control for multi-vehicle formation stabilization," Automatica, vol. 42, no. 4, pp. 549-558, 2006.
    • (2006) Automatica , vol.42 , Issue.4 , pp. 549-558
    • Dunbar, W.B.1    Murray, R.M.2
  • 13
    • 33646782955 scopus 로고    scopus 로고
    • Robust output feedback model predictive control of constrained linear systems
    • D. Mayne, S. Rakovi, R. Findeisen, and F. Allgwer, "Robust output feedback model predictive control of constrained linear systems," Automatica, vol. 42, no. 7, pp. 1217-1222, 2006.
    • (2006) Automatica , vol.42 , Issue.7 , pp. 1217-1222
    • Mayne, D.1    Rakovi, S.2    Findeisen, R.3    Allgwer, F.4
  • 14
    • 0031084464 scopus 로고    scopus 로고
    • Discrete-time stability with perturbations: Application to model predictive control
    • P. Scokaert, J. Rawlings, and E. Meadows, "Discrete-time stability with perturbations: Application to model predictive control," Automatica, vol. 33, no. 3, pp. 463-470, 1997.
    • (1997) Automatica , vol.33 , Issue.3 , pp. 463-470
    • Scokaert, P.1    Rawlings, J.2    Meadows, E.3
  • 15
    • 0242523701 scopus 로고    scopus 로고
    • Robust model predictive control using tubes
    • W. Langson, I. Chryssochoos, S. Rakovi, and D. Mayne, "Robust model predictive control using tubes," Automatica, vol. 40, no. 1, pp. 125-133, 2004.
    • (2004) Automatica , vol.40 , Issue.1 , pp. 125-133
    • Langson, W.1    Chryssochoos, I.2    Rakovi, S.3    Mayne, D.4
  • 16
    • 27544455058 scopus 로고    scopus 로고
    • Robust model predictive control of constrained linear systems with bounded disturbances
    • D. Mayne, M. Seron, and S. Rakovi, "Robust model predictive control of constrained linear systems with bounded disturbances," Automatica, vol. 41, no. 2, pp. 219-224, 2005.
    • (2005) Automatica , vol.41 , Issue.2 , pp. 219-224
    • Mayne, D.1    Seron, M.2    Rakovi, S.3
  • 17
    • 33646782955 scopus 로고    scopus 로고
    • Robust output feedback model predictive control of constrained linear systems
    • D. Mayne, S. Rakovi, R. Findeisen, and F. Allgwer, "Robust output feedback model predictive control of constrained linear systems," Automatica, vol. 42, no. 7, pp. 1217-1222, 2006.
    • (2006) Automatica , vol.42 , Issue.7 , pp. 1217-1222
    • Mayne, D.1    Rakovi, S.2    Findeisen, R.3    Allgwer, F.4
  • 18
    • 84862848552 scopus 로고    scopus 로고
    • Tube-based robust sampled-data MPC for linear continuous-time systems
    • M. Farina and R. Scattolini, "Tube-based robust sampled-data MPC for linear continuous-time systems," Automatica, vol. 48, no. 7, pp. 1473-1476, 2012.
    • (2012) Automatica , vol.48 , Issue.7 , pp. 1473-1476
    • Farina, M.1    Scattolini, R.2
  • 20
    • 84872081670 scopus 로고    scopus 로고
    • Tube MPC scheme based on robust control invariant set with application to lipschitz nonlinear systems
    • S.Yu, C.Maier,H. Chen, and F.Allgwer, "Tube MPC scheme based on robust control invariant set with application to lipschitz nonlinear systems," Syst. Control Lett., vol. 62, no. 2, pp. 194-200, 2013.
    • (2013) Syst. Control Lett. , vol.62 , Issue.2 , pp. 194-200
    • Yu, S.1    Maier, C.2    Chen, H.3    Allgwer, F.4
  • 21
    • 84867402544 scopus 로고    scopus 로고
    • Tube-based distributed control of linear constrained systems
    • S. Riverso and G. Ferrari-Trecate, "Tube-based distributed control of linear constrained systems," Automatica, vol. 48, no. 11, pp. 2860-2865, 2012.
    • (2012) Automatica , vol.48 , Issue.11 , pp. 2860-2865
    • Riverso, S.1    Ferrari-Trecate, G.2
  • 22
    • 75149118815 scopus 로고    scopus 로고
    • Robust tubebased {MPC} for tracking of constrained linear systems with additive disturbances
    • D. Limon, I. Alvarado, T. Alamo, and E. Camacho, "Robust tubebased {MPC} for tracking of constrained linear systems with additive disturbances," J. Process Control, vol. 20, no. 3, pp. 248-260, 2010.
    • (2010) J. Process Control , vol.20 , Issue.3 , pp. 248-260
    • Limon, D.1    Alvarado, I.2    Alamo, T.3    Camacho, E.4
  • 23
    • 84887247149 scopus 로고    scopus 로고
    • An integrated robust probing motion planning and control scheme: A tube-based MPC approach
    • M. Farrokhsiar, G. Pavlik, and H. Najjaran, "An integrated robust probing motion planning and control scheme: A tube-based MPC approach," Robot. Auton. Syst., vol. 61, no. 12, pp. 1379-1391, 2013.
    • (2013) Robot. Auton. Syst. , vol.61 , Issue.12 , pp. 1379-1391
    • Farrokhsiar, M.1    Pavlik, G.2    Najjaran, H.3
  • 24
    • 79960523665 scopus 로고    scopus 로고
    • Robust tube-based predictive control for mobile robots in off-road conditions
    • R. Gonzlez, M. Fiacchini, J. L. Guzmn, T. lamo, and F. Rodrguez, "Robust tube-based predictive control for mobile robots in off-road conditions," Robot. Auton. Syst., vol. 59, no. 10, pp. 711-726, 2011.
    • (2011) Robot. Auton. Syst. , vol.59 , Issue.10 , pp. 711-726
    • Gonzlez, R.1    Fiacchini, M.2    Guzmn, T.3    Lamo, F.4    Rodrguez, J.L.5
  • 25
    • 79960502357 scopus 로고    scopus 로고
    • Online robust tube-based MPC for time-varying systems: A practical approach
    • R. Gonzalez, M. Fiacchini, T. Alamo, J. Guzman, and F. Rodriguez, "Online robust tube-based MPC for time-varying systems: A practical approach," Int. J. Control, vol. 84, no. 6, pp. 1157-1170, 2011.
    • (2011) Int. J. Control , vol.84 , Issue.6 , pp. 1157-1170
    • Gonzalez, R.1    Fiacchini, M.2    Alamo, T.3    Guzman, J.4    Rodriguez, F.5
  • 27
    • 84886551376 scopus 로고    scopus 로고
    • Modeling and identification of the yaw dynamics of an autonomous tractor
    • Jun.
    • E. Kayacan, E. Kayacan, H. Ramon, andW. Saeys, "Modeling and identification of the yaw dynamics of an autonomous tractor," in Proc. 9th Asian Control Conf., Jun. 2013, pp. 1-6.
    • (2013) Proc. 9th Asian Control Conf. , pp. 1-6
    • Kayacan, E.1    Kayacan, E.2    Ramon, H.3    Saeys, W.4
  • 28
    • 84901643396 scopus 로고    scopus 로고
    • Nonlinear modeling and identification of an autonomous tractor-trailer system
    • E. Kayacan, E. Kayacan, H. Ramon, and W. Saeys, "Nonlinear modeling and identification of an autonomous tractor-trailer system," Comput. Electron. Agric., vol. 106, pp. 1-10, 2014.
    • (2014) Comput. Electron. Agric. , vol.106 , pp. 1-10
    • Kayacan, E.1    Kayacan, E.2    Ramon, H.3    Saeys, W.4
  • 29
    • 68449093713 scopus 로고    scopus 로고
    • A grey system modeling approach for sliding-mode control of antilock braking system
    • Aug.
    • E. Kayacan, Y. Oniz, and O. Kaynak, "A grey system modeling approach for sliding-mode control of antilock braking system," IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 3244-3252, Aug. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.8 , pp. 3244-3252
    • Kayacan, E.1    Oniz, Y.2    Kaynak, O.3
  • 30
    • 79956045293 scopus 로고    scopus 로고
    • Neuro-fuzzy control of antilock braking system using sliding mode incremental learning algorithm
    • A. V. Topalov, Y. Oniz, E. Kayacan, and O. Kaynak, "Neuro-fuzzy control of antilock braking system using sliding mode incremental learning algorithm," Neurocomputing, vol. 74, no. 11, pp. 1883-1893, 2011.
    • (2011) Neurocomputing , vol.74 , Issue.11 , pp. 1883-1893
    • Topalov, A.V.1    Oniz, Y.2    Kayacan, E.3    Kaynak, O.4
  • 34
    • 33750431727 scopus 로고    scopus 로고
    • Decentralized receding horizon control for large scale dynamically decoupled systems
    • T. Keviczky, F. Borrelli, and G. J. Balas, "Decentralized receding horizon control for large scale dynamically decoupled systems," Automatica, vol. 42, no. 12, pp. 2105-2115, 2006.
    • (2006) Automatica , vol.42 , Issue.12 , pp. 2105-2115
    • Keviczky, T.1    Borrelli, F.2    Balas, G.J.3
  • 35
    • 0036604963 scopus 로고    scopus 로고
    • Real-time optimization and nonlinear model predictive control of processes governed by differential-algebraic equations
    • M. Diehl, H. Bock, J. P. Schlder, R. Findeisen, Z. Nagy, and F. Allgwer, "Real-time optimization and nonlinear model predictive control of processes governed by differential-algebraic equations," J. Process Control, vol. 12, no. 4, pp. 577-585, 2002.
    • (2002) J. Process Control , vol.12 , Issue.4 , pp. 577-585
    • Diehl, M.1    Bock, H.2    Schlder, J.P.3    Findeisen, R.4    Nagy, Z.5    Allgwer, F.6
  • 36
    • 80052745981 scopus 로고    scopus 로고
    • An auto-generated real-time iteration algorithm for nonlinear MPC in the microsecond range
    • B. ka, H. J. Ferreau, and M. Diehl, "An auto-generated real-time iteration algorithm for nonlinear MPC in the microsecond range," Automatica, vol. 47, no. 10, pp. 2279-2285, 2011.
    • (2011) Automatica , vol.47 , Issue.10 , pp. 2279-2285
    • Ka, B.1    Ferreau, H.J.2    Diehl, M.3
  • 37
    • 77950854629 scopus 로고    scopus 로고
    • [Online]. Available
    • ACADO toolkit homepage. (2009-2013). [Online]. Available: http://www.acadotoolkit.org
    • (2009) ACADO Toolkit Homepage
  • 38
    • 79957481281 scopus 로고    scopus 로고
    • Acado toolkit-An open-source framework for automatic control and dynamic optimization
    • B. Houska, H. J. Ferreau, and M. Diehl, "Acado toolkit-An open-source framework for automatic control and dynamic optimization," Optimal Control Appl. Methods, vol. 32, no. 3, pp. 298-312, 2011.
    • (2011) Optimal Control Appl. Methods , vol.32 , Issue.3 , pp. 298-312
    • Houska, B.1    Ferreau, H.J.2    Diehl, M.3
  • 39
    • 85028139331 scopus 로고    scopus 로고
    • Learning in centralized nonlinear model predictive control: Application to an autonomous tractor-trailer system
    • to be published
    • E. Kayacan, E. Kayacan, H. Ramon, and W. Saeys, "Learning in centralized nonlinear model predictive control: Application to an autonomous tractor-trailer system," IEEE Trans. Control Syst. Technol., to be published.
    • IEEE Trans. Control Syst. Technol.
    • Kayacan, E.1    Kayacan, E.2    Ramon, H.3    Saeys, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.