메뉴 건너뛰기




Volumn 23, Issue 1, 2015, Pages 197-205

Learning in centralized nonlinear model predictive control: Application to an autonomous tractor-trailer system

Author keywords

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

Indexed keywords

AUTOMOBILE STEERING EQUIPMENT; CROPS; MODEL PREDICTIVE CONTROL; NONLINEAR ANALYSIS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; PREDICTIVE CONTROL SYSTEMS; TRACTORS (TRUCK); TRAJECTORIES; TRUCK TRAILERS;

EID: 84919684730     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2014.2321514     Document Type: Article
Times cited : (105)

References (25)
  • 1
    • 72149110238 scopus 로고    scopus 로고
    • Oct. FAO, New York, NY, USA [online]. Available:
    • (2009, Oct.). How to feed the world in 2050. FAO, New York, NY, USA [online]. Available: http://www.fao.org/fileadmin/templates/wsfs/docs/expert-paper/How-to-Feed-the-World-in-2050.pdf
    • (2009) How to Feed the World in 2050
  • 2
    • 64849107578 scopus 로고    scopus 로고
    • Architectures for distributed and hierarchical model predictive control-A review
    • May
    • R. Scattolini, "Architectures for distributed and hierarchical model predictive control-A review," J. Process Control, vol. 19, no. 5, pp. 723-731, May 2009.
    • (2009) J. Process Control , vol.19 , Issue.5 , pp. 723-731
    • Scattolini, R.1
  • 3
    • 77956423830 scopus 로고    scopus 로고
    • Sequential and iterative architectures for distributed model predictive control of nonlinear process systems
    • Aug.
    • J. Liu, X. Chen, D. M. de la Pena, 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, Aug. 2010.
    • (2010) AIChE J. , vol.56 , Issue.8 , pp. 2137-2149
    • Liu, J.1    Chen, X.2    De La Pena, D.M.3    Christofides, P.D.4
  • 4
    • 84869482273 scopus 로고    scopus 로고
    • An agent-based model-predictive controller for chilled water plants using wireless sensor and actuator networks
    • Jun.
    • M. B. Kane and J. P. Lynch, "An agent-based model-predictive controller for chilled water plants using wireless sensor and actuator networks," in Proc. ACC, Jun. 2012, pp. 1192-1198.
    • (2012) Proc. ACC , pp. 1192-1198
    • Kane, M.B.1    Lynch, J.P.2
  • 5
    • 80052745981 scopus 로고    scopus 로고
    • An auto-generated realtime iteration algorithm for nonlinear MPC in the microsecond range
    • Oct.
    • B. Houska, H. J. Ferreau, and M. Diehl, "An auto-generated realtime iteration algorithm for nonlinear MPC in the microsecond range," Automatica, vol. 47, no. 10, pp. 2279-2285, Oct. 2011.
    • (2011) Automatica , vol.47 , Issue.10 , pp. 2279-2285
    • Houska, B.1    Ferreau, H.J.2    Diehl, M.3
  • 6
    • 84882793319 scopus 로고    scopus 로고
    • Moving horizon estimation and nonlinear model predictive control for autonomous agricultural vehicles
    • Oct.
    • T. Kraus et al., "Moving horizon estimation and nonlinear model predictive control for autonomous agricultural vehicles," Comput. Electron. Agricult., vol. 98, pp. 25-33, Oct. 2013.
    • (2013) Comput. Electron. Agricult. , vol.98 , pp. 25-33
    • Kraus, T.1
  • 7
    • 68049098963 scopus 로고    scopus 로고
    • Adaptive steering control of a farm tractor with varying yaw rate properties
    • Jun./Jul.
    • J. B. Derrick and D. M. Bevly, "Adaptive steering control of a farm tractor with varying yaw rate properties," J. Field Robot., vol. 26, nos. 6-7, pp. 519-536, Jun./Jul. 2009.
    • (2009) J. Field Robot. , vol.26 , Issue.6-7 , pp. 519-536
    • Derrick, J.B.1    Bevly, D.M.2
  • 8
    • 77956170119 scopus 로고    scopus 로고
    • Study of the open and closed loop characteristics of a tractor and a single axle towed implement system
    • Dec.
    • 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, Dec. 2010.
    • (2010) J. Terramech. , vol.47 , Issue.6 , pp. 379-393
    • Karkee, M.1    Steward, B.L.2
  • 9
    • 84855891003 scopus 로고    scopus 로고
    • Navigation system for agricultural machines: Nonlinear model predictive path tracking
    • Mar.
    • J. Backman, T. Oksanen, and A. Visala, "Navigation system for agricultural machines: Nonlinear model predictive path tracking," Comput. Electron. Agricult., vol. 82, pp. 32-43, Mar. 2012.
    • (2012) Comput. Electron. Agricult. , vol.82 , pp. 32-43
    • Backman, J.1    Oksanen, T.2    Visala, A.3
  • 10
    • 84869399983 scopus 로고    scopus 로고
    • Orbit control for a power generating airfoil based on nonlinear MPC
    • Jun.
    • S. Gros, M. Zanon, and M. Diehl, "Orbit control for a power generating airfoil based on nonlinear MPC," in Proc. ACC, Jun. 2012, pp. 137-142.
    • Proc. ACC , vol.2012 , pp. 137-142
    • Gros, S.1    Zanon, M.2    Diehl, M.3
  • 12
    • 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
  • 13
    • 79956045293 scopus 로고    scopus 로고
    • Neuro-fuzzy control of antilock braking system using sliding mode incremental learning algorithm
    • May
    • 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, May 2011.
    • (2011) Neurocomputing , vol.74 , Issue.11 , pp. 1883-1893
    • Topalov, A.V.1    Oniz, Y.2    Kayacan, E.3    Kaynak, O.4
  • 15
    • 0033876326 scopus 로고    scopus 로고
    • Constrained model predictive control: Stability and optimality
    • Jun.
    • D. Mayne, J. Rawlings, C. Rao, and P. Scokaert, "Constrained model predictive control: Stability and optimality," Automatica, vol. 36, no. 6, pp. 789-814, Jun. 2000.
    • (2000) Automatica , vol.36 , Issue.6 , pp. 789-814
    • Mayne, D.1    Rawlings, J.2    Rao, C.3    Scokaert, P.4
  • 16
    • 23844456306 scopus 로고    scopus 로고
    • Nonlinear filters: Beyond the Kalman filter
    • Aug.
    • F. Daum, "Nonlinear filters: Beyond the Kalman filter," IEEE Aerosp. Electron. Syst. Mag., vol. 20, no. 8, pp. 57-69, Aug. 2005.
    • (2005) IEEE Aerosp. Electron. Syst. Mag. , vol.20 , Issue.8 , pp. 57-69
    • Daum, F.1
  • 17
    • 18144401714 scopus 로고    scopus 로고
    • Critical evaluation of extended Kalman filtering and moving-horizon estimation
    • E. L. Haseltine and J. B. Rawlings, "Critical evaluation of extended Kalman filtering and moving-horizon estimation," Ind. Eng. Chem. Res., vol. 44, no. 8, pp. 2451-2460, 2005.
    • (2005) Ind. Eng. Chem. Res. , vol.44 , Issue.8 , pp. 2451-2460
    • Haseltine, E.L.1    Rawlings, J.B.2
  • 18
    • 0002177291 scopus 로고    scopus 로고
    • Nonlinear moving horizon state estimation
    • F. Allgöwer and A. Zheng, Eds. Basel, Switzerland: Birkhaüser
    • C. Rao and J. Rawlings, "Nonlinear moving horizon state estimation," in Nonlinear Model Predictive Control (Progress in Systems and Control Theory), vol. 26, F. Allgöwer and A. Zheng, Eds. Basel, Switzerland: Birkhaüser, 2000, pp. 45-69.
    • (2000) Nonlinear Model Predictive Control (Progress in Systems and Control Theory) , vol.26 , pp. 45-69
    • Rao, C.1    Rawlings, J.2
  • 19
    • 0037291591 scopus 로고    scopus 로고
    • Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations
    • Feb.
    • C. V. Rao, J. B. Rawlings, and D. Q. Mayne, "Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations," IEEE Trans. Autom. Control, vol. 48, no. 2, pp. 246-258, Feb. 2003.
    • (2003) IEEE Trans. Autom. Control , vol.48 , Issue.2 , pp. 246-258
    • Rao, C.V.1    Rawlings, J.B.2    Mayne, D.Q.3
  • 20
    • 78649456119 scopus 로고    scopus 로고
    • A real-time algorithm for moving horizon state and parameter estimation
    • Jan.
    • P. Kühl, M. Diehl, T. Kraus, J. P. Schlöder, and H. G. Bock, "A real-time algorithm for moving horizon state and parameter estimation," Comput. Chem. Eng., vol. 35, no. 1, pp. 71-83, Jan. 2011.
    • (2011) Comput. Chem. Eng. , vol.35 , Issue.1 , pp. 71-83
    • Kühl, P.1    Diehl, M.2    Kraus, T.3    Schlöder, J.P.4    Bock, H.G.5
  • 23
    • 0036604963 scopus 로고    scopus 로고
    • Real-time optimization and nonlinear model predictive control of processes governed by differential-algebraic equations
    • Jun.
    • M. Diehl, H. G. Bock, J. P. Schlöder, R. Findeisen, Z. Nagy, and F. Allgöwer, "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, Jun. 2002.
    • (2002) J. Process Control , vol.12 , Issue.4 , pp. 577-585
    • Diehl, M.1    Bock, H.G.2    Schlöder, J.P.3    Findeisen, R.4    Nagy, Z.5    Allgöwer, F.6
  • 24
    • 77950854629 scopus 로고    scopus 로고
    • [online]. Available
    • (2009-2013). ACADO Toolkit Homepage [online]. Available: http://www.acadotoolkit.org
    • (2009) ACADO Toolkit Homepage
  • 25
    • 79957481281 scopus 로고    scopus 로고
    • ACADO toolkit-An open-source framework for automatic control and dynamic optimization
    • May/Jun.
    • B. Houska, H. J. Ferreau, and M. Diehl, "ACADO toolkit-An open-source framework for automatic control and dynamic optimization," Optim. Control Appl. Methods, vol. 32, no. 3, pp. 298-312, May/Jun. 2011.
    • (2011) Optim. Control Appl. Methods , vol.32 , Issue.3 , pp. 298-312
    • Houska, B.1    Ferreau, H.J.2    Diehl, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.