Model Predictive Control in Flight Control Design Stability and Reference Tracking

Aircraft are dynamic systems that naturally contain a variety of constraints and nonlinearities such as, e.g., maximum permissible load factor, angle of attack and control surface deflections. Taki ...

[1]  Predrag Pucar Segmentation of Laser Range Radar Images using Hidden Markov Field Models , 1993 .

[2]  Alberto Bemporad,et al.  The explicit linear quadratic regulator for constrained systems , 2003, Autom..

[3]  Adolf Hermann Glattfelder,et al.  Control Systems with Input and Output Constraints , 2003 .

[4]  Alberto Bemporad,et al.  Approximate Explicit MPC on Simplicial Partitions with Guaranteed Stability for Constrained Linear Systems , 2012 .

[5]  Gabriele Pannocchia,et al.  Disturbance models for offset‐free model‐predictive control , 2003 .

[6]  Jonas Elbornsson,et al.  Equalization of Distortion in A/D Converters , 2001 .

[7]  J. Lofberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004, 2004 IEEE International Conference on Robotics and Automation (IEEE Cat. No.04CH37508).

[8]  Riccardo Scattolini,et al.  A stabilizing model-based predictive control algorithm for nonlinear systems , 2001, Autom..

[9]  Roger Larsson,et al.  System Identification of Flight Mechanical Characteristics , 2013 .

[10]  Victor M. Becerra,et al.  Input Constraints Handling in an MPC/Feedback Linearization Scheme , 2009, Int. J. Appl. Math. Comput. Sci..

[11]  T. McKelvey On State-Space Models in System Identification , 1994 .

[12]  J. Sjöberg Some Results On Optimal Control for Nonlinear Descriptor Systems , 2006 .

[13]  P. Nordlund Sequential Monte Carlo Filters and Integrated Navigation , 2002 .

[14]  Tomas Gal,et al.  A “Historiogramme” of Parametric Programming , 1980 .

[15]  I. Klein Planning for a Class of Sequential Control Problems , 1989 .

[16]  Alf Isaksson Identification of Time Varying Systems and Application of System Identification to Signal Processing , 1986 .

[17]  Mato Baotić,et al.  Optimal control of piecewise affine systems - a multi-parametric approach , 2005 .

[18]  D. Q. Mayne,et al.  Suboptimal model predictive control (feasibility implies stability) , 1999, IEEE Trans. Autom. Control..

[19]  Henrik Ohlsson,et al.  Regression on Manifolds with Implications for System Identification , 2008 .

[20]  Jeroen D. Hol,et al.  Pose Estimation and Calibration Algorithms for Vision and Inertial Sensors , 2008 .

[21]  H. ChenT,et al.  A Quasi-Infinite Horizon Nonlinear Model Predictive Control Scheme with Guaranteed Stability * , 1998 .

[22]  Svante Björklund,et al.  A Survey and Comparison of Time-Delay Estimation Methods in Linear Systems , 2003 .

[23]  G. C. Shephard,et al.  Convex Polytopes , 1969, The Mathematical Gazette.

[24]  Anna Hagenblad,et al.  Aspects of the Identification of Wiener Models , 1999 .

[25]  Colin Neil Jones,et al.  A logarithmic-time solution to the point location problem for parametric linear programming , 2006, Autom..

[26]  David Q. Mayne,et al.  Nonlinear Model Predictive Control:Challenges and Opportunities , 2000 .

[27]  Manfred Morari,et al.  Offset-free reference tracking with model predictive control , 2010, Autom..

[28]  Matthew C. Turner,et al.  Multivariable override control for systems with output and state constraints , 2004 .

[29]  Torkel Glad,et al.  Nonlinear model predictive control using Feedback Linearization and local inner convex constraint approximations , 2013, 2013 European Control Conference (ECC).

[30]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[31]  Frank L. Lewis,et al.  Aircraft Control and Simulation , 1992 .

[32]  Marek Syldatk,et al.  On Calibration of Ground Sensor Networks , 2012 .

[33]  Bernard Mettler,et al.  Identification Modeling and Characteristics of Miniature Rotorcraft , 2002 .

[34]  John Lygeros,et al.  A simulation based MPC technique for feedback linearizable systems with input constraints , 2010, 49th IEEE Conference on Decision and Control (CDC).

[35]  K. Chen Observability and Invertability of Nonlinear Systems : A Differential Algebraic Approach , 1991 .

[36]  V. Nevistic,et al.  Feasible suboptimal model predictive control for linear plants with state dependent constraints , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[37]  V. Nevistic,et al.  MPC extensions to feedback linearizable systems , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[38]  Urban Forssell Properties and Usage of Closed-loop Identification Methods , 1997 .

[39]  Per Hagander,et al.  Integral action — A disturbance observer approach , 2003, 2003 European Control Conference (ECC).

[40]  Jonas Callmer Topics in Localization and Mapping , 2011 .

[41]  Magnus Andersson Experimental Design and Updating of Finite Element Models , 1997 .

[42]  Jonas Gillberg,et al.  Methods for Frequency Domain Estimation of Continuous-Time Models , 2004 .

[43]  Weijie Li,et al.  ION , 2021, Proceedings of the 29th ACM International Conference on Multimedia.

[44]  Mats Viberg On the Adaptive Array Problem , 1987 .

[45]  Wpmh Maurice Heemels,et al.  Approximation of PWA Control Laws Using Regular Partitions: An ISS Approach , 2011 .

[46]  Hannah Michalska,et al.  A New Formulation of Receding Horizon Stabilising Control without Terminal Constraint on the State , 1997, Eur. J. Control.

[47]  Patrik Axelsson On Sensor Fusion Applied to Industrial Manipulators , 2011 .

[48]  J. Gunnarsson On Modeling of Discrete Event Dynamic Systems : Using Symbolic Algebraic Methods , 1995 .

[49]  V. Wertz,et al.  Adaptive Optimal Control: The Thinking Man's G.P.C. , 1991 .

[50]  M. Enqvist Some Results on Linear Models of Nonlinear Systems , 2003 .

[51]  Riccardo Scattolini,et al.  Stabilizing nonlinear receding horizon control via a nonquadratic terminal state penalty , 1996 .

[52]  Sören Andersson Sensor Array Processing : Application to Mobile Communication Systems and Dimension Reduction , 1990 .

[53]  Zoran Sjanic Navigation and SAR Auto-focusing in a Sensor Fusion Framework , 2011 .

[54]  Fredrik Lindsten,et al.  Rao-Blackwellised particle methods for inference and identification , 2011 .

[55]  David Törnqvist,et al.  Statistical Fault Detection with Applications to IMU Disturbances , 2006 .

[56]  P. Lindskog Algorithms and Tools for System Identification Using Prior Knowledge , 1994 .

[57]  J. Doyle,et al.  NONLINEAR OPTIMAL CONTROL: A CONTROL LYAPUNOV FUNCTION AND RECEDING HORIZON PERSPECTIVE , 1999 .

[58]  Anthony Rossiter,et al.  A GLOBAL APPROACH TO FEASIBILITY IN LINEAR MPC , 2006 .

[59]  Manfred Morari,et al.  Constrained Time-Optimal Control for Nonlinear Systems: A Fast Explicit Approximation , 2012 .

[60]  G. Nicolao,et al.  Stabilizing receding-horizon control of nonlinear time-varying systems , 1998, IEEE Trans. Autom. Control..

[61]  G. Hendeby,et al.  Fundamental Estimation and Detection Limits in Linear Non-Gaussian Systems , 2005 .

[62]  Alberto Bemporad,et al.  Model predictive control based on linear programming - the explicit solution , 2002, IEEE Transactions on Automatic Control.

[63]  F. Fontes A General Framework to Design Stabilizing Nonlinear Model Predictive Controllers , 2001 .

[64]  Rickard Karlsson,et al.  Simulation Based Methods for Target Tracking , 2002 .

[65]  B. Wahlberg On Model Simplification in System Identification , 1985 .

[66]  H. Fortell Volterra and Algebraic Approaches to the Zero Dynamics , 1994 .

[67]  Håkan Hjalmarsson On Estimation of Model Quality in System Identification , 1990 .

[68]  James B. Rawlings,et al.  Tutorial overview of model predictive control , 2000 .

[69]  E. Gilbert,et al.  Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations , 1988 .

[70]  Daniel Axehill,et al.  Applications of Integer Quadratic Programming in Control and Communication , 2005 .

[71]  M. Jirstrand Algebraic Methods for Modeling and Design in Control , 1996 .

[72]  Ingela Lind Regressor Selection in System Identification using ANOVA , 2001 .

[73]  Fredrik Tjärnström,et al.  Quality Estimation of Approximate Models , 2000 .

[74]  Magnus Larsson,et al.  On Modeling and Diagnosis of Discrete Event Dynamic Systems , 1997 .

[75]  M. B. Zarrop,et al.  Book Review: Adaptive Optimal Control: the thinking man's GPC , 1991 .

[76]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

[77]  F. Gustafsson Optimal Segmentation of Linear Regression Parameters , 1991 .

[78]  Jay H. Lee,et al.  Model predictive control: past, present and future , 1999 .

[79]  Jean B. Lasserre,et al.  Global Optimization with Polynomials and the Problem of Moments , 2000, SIAM J. Optim..

[80]  Fredrik Gustafsson,et al.  Power Control in Cellular Radio Systems : Analysis and Design , 1999 .

[81]  Yurii Nesterov,et al.  Interior-point polynomial algorithms in convex programming , 1994, Siam studies in applied mathematics.

[82]  K. Ståhl On the Frequency Domain Analysis of Nonlinear Systems , 1988 .

[83]  Jan M. Maciejowski,et al.  Predictive control : with constraints , 2002 .

[84]  Mille Millnert,et al.  Fast Power Control to Counteract Rayleigh Fading in Cellular Radio Systems , 1995 .

[85]  D. Lindgren Subspace Selection Techniques for Classification Problems , 2002 .

[86]  Arkadi Nemirovski,et al.  Robust optimization – methodology and applications , 2002, Math. Program..

[87]  Jonas Jansson Tracking and decision making for automotive collision avoidance , 2002 .

[88]  Kenneth R. Muske,et al.  Disturbance modeling for offset-free linear model predictive control , 2002 .

[89]  L. Chisci,et al.  Dual mode predictive tracking of piecewise constant references for constrained linear systems , 2003 .

[90]  G. Nicolao,et al.  Stability and Robustness of Nonlinear Receding Horizon Control , 2000 .

[91]  Erik Geijer Lundin,et al.  Uplink Load in CDMA Cellular Systems , 2003 .

[92]  Peter Peter MaMiS : A Programming Environment for Numerical/Symbolic Data Processing , 1988 .

[93]  Jan Palmqvist On Integrity Monitoring of Integrated Navigation Systems , 1997 .

[94]  Rikard Falkeborn Structure Exploitation in Semidefinite Programming for Control , 2010 .

[95]  Manfred Morari,et al.  Robust constrained model predictive control for nonlinear systems: a comparative study , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[96]  Mark Cannon,et al.  Efficient nonlinear model predictive control algorithms , 2004, Annu. Rev. Control..

[97]  T. Keviczky,et al.  Receding horizon control of an F-16 aircraft: A comparative study , 2003, 2003 European Control Conference (ECC).

[98]  E. Gilbert,et al.  Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations , 1988 .

[99]  Valur Einarsson On Verification of Switched Systems using Abstractions , 1998 .

[100]  J. Rawlings,et al.  The stability of constrained receding horizon control , 1993, IEEE Trans. Autom. Control..

[101]  Michael J. Kurtz,et al.  Feedback linearizing control of discrete-time nonlinear systems with input constraints , 1998 .

[102]  Karl Granstrom,et al.  Loop detection and extended target tracking using laser data , 2011 .

[103]  Gert Malmberg A Study of Adaptive Control of Missiles , 1986 .

[104]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[105]  Andrew J. Chipperfield,et al.  Stabilized MPC formulations for robust reconfigurable flight control , 2005 .

[106]  Franco Blanchini,et al.  Set invariance in control , 1999, Autom..

[107]  Torkel Glad,et al.  Reference Tracking MPC Using Dynamic Terminal Set Transformation , 2014, IEEE Transactions on Automatic Control.

[108]  Jie Yu,et al.  Unconstrained receding-horizon control of nonlinear systems , 2001, IEEE Trans. Autom. Control..

[109]  R. E. Kalman,et al.  Contributions to the Theory of Optimal Control , 1960 .

[110]  J. Löfberg,et al.  Linear Model Predictive Control Stability and Robustness , 2001 .

[111]  Michael Roth,et al.  Kalman Filters for Nonlinear Systems and Heavy-Tailed Noise , 2013 .

[112]  Mark de Berg,et al.  Computational geometry: algorithms and applications , 1997 .

[113]  Torkel Glad,et al.  Reference tracking MPC using terminal set scaling , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[114]  Niclas Persson,et al.  Event Based Sampling with Application to Spectral Estimation , 2002 .

[115]  Antonio Ferramosca,et al.  MPC for tracking with optimal closed-loop performance , 2008, 2008 47th IEEE Conference on Decision and Control.

[116]  Luigi Del Re,et al.  Predictive control with embedded feedback linearization for bilinear plants with input constraints , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[117]  Lorenz T. Biegler,et al.  Constraint handing and stability properties of model‐predictive control , 1994 .

[118]  H. Michalska,et al.  Receding horizon control of nonlinear systems , 1988, Proceedings of the 28th IEEE Conference on Decision and Control,.

[119]  Peter Rosander,et al.  Averaging level control in the presence of frequent inlet flow upsets , 2012 .

[120]  Svante Gunnarsson On the Mean Square Error of Transfer Function Estimates with Applications to Control , 1986 .

[121]  Zhijie Xia,et al.  Modeling and control of flexible manipulators , 1992 .

[122]  A. Stenman Just-in-Time Models with Applications to Dynamical Systems , 1997 .

[123]  T. Andersson Concepts and Algorithms for Non-Linear System Identifiability , 1994 .

[124]  Matthew C. Turner,et al.  Output violation compensation for systems with output constraints , 2002, IEEE Trans. Autom. Control..

[125]  Manfred Morari,et al.  Contractive model predictive control for constrained nonlinear systems , 2000, IEEE Trans. Autom. Control..

[126]  D. Mayne,et al.  Robust receding horizon control of constrained nonlinear systems , 1993, IEEE Trans. Autom. Control..

[127]  Claes Olsson,et al.  Active Engine Vibration Isolation using Feedback Control , 2002 .

[128]  Per Skoglar,et al.  Planning Methods for Aerial Exploration and Ground Target Tracking , 2009 .

[129]  Peter Andersson Adaptive Forgetting through Multiple Models and Adaptive Control of Car Dynamics , 1983 .

[130]  Fredrik Gustafsson,et al.  Power Control in Cellular Radio Systems , 2000 .

[131]  Henrik Tidefelt Structural algorithms and perturbations in differential-algebraic equations , 2007 .

[132]  Daniel Petersson Nonlinear optimization approaches to H2-norm based LPV modelling and control , 2010 .

[133]  Efstratios N. Pistikopoulos,et al.  An Algorithm for the Solution of Multiparametric Mixed Integer Linear Programming Problems , 2000, Ann. Oper. Res..

[134]  E. S. Meadows,et al.  Feedback Through Steady-State Target Optimization for Nonlinear Model Predictive Control , 1998 .

[135]  Lars Forssell,et al.  ADMIRE The Aero-Data Model In a Research Environment Version 4.0, Model Description , 2005 .

[136]  Ylva Jung Estimation of Inverse Models Applied to Power Amplifier Predistortion , 2013 .

[137]  David H. Bailey,et al.  Algorithms and applications , 1988 .

[138]  David Avis,et al.  A pivoting algorithm for convex hulls and vertex enumeration of arrangements and polyhedra , 1991, SCG '91.

[139]  Johanna Wallén,et al.  On Kinematic Modelling and Iterative Learning Control of Industrial Robots , 2008 .

[140]  Christian Lyzell,et al.  Initialization Methods for System Identification , 2009 .

[141]  Jakob Roll Robust Verification and Identification of Piecewise Affine Systems , 2001 .

[142]  James B. Rawlings,et al.  Nonlinear Model Predictive Control: A Tutorial and Survey , 1994 .

[143]  William B. Dunbar,et al.  MODEL PREDICTIVE CONTROL OF A THRUST-VECTORED FLIGHT CONTROL EXPERIMENT , 2002 .

[144]  Manfred Morari,et al.  Multi-Parametric Toolbox 3.0 , 2013, 2013 European Control Conference (ECC).

[145]  K. Forsman Applications of Constructive Algebra to Control Problems , 1990 .

[146]  Michael A. Henson,et al.  Nonlinear model predictive control: current status and future directions , 1998 .

[147]  Dirk Leißling,et al.  Fault-Tolerant Flight Control System using Model Predictive Control , 2009 .

[148]  N. Bergman Bayesian Inference in Terrain Navigation , 1997 .

[149]  Moritz Diehl,et al.  Aircraft control based on fast non-linear MPC & multiple-shooting , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[150]  Hassan K. Khalil,et al.  Nonlinear Systems Third Edition , 2008 .

[151]  Jan M. Maciejowski,et al.  MPC fault-tolerant flight control case study: flight 1862 , 2003 .

[152]  Christian Lundquist,et al.  Automotive Sensor Fusion for Situation Awareness , 2009 .

[153]  Thomas B. Schön,et al.  On computational methods for nonlinear estimation , 2003 .

[154]  Martin A. Skoglund Visual Inertial Navigation and Calibration , 2011 .

[155]  Mikael Norrlöf,et al.  On Analysis and Implementation of Iterative Learning Control , 1998 .

[156]  Erik Wernholt,et al.  On Multivariable and Nonlinear Identification of Industrial Robots , 2004 .

[157]  Eduardo F. Camacho,et al.  MPC for tracking piecewise constant references for constrained linear systems , 2008, Autom..

[158]  James B. Rawlings,et al.  Model predictive control with linear models , 1993 .

[159]  Antonio Ferramosca,et al.  MPC for tracking with optimal closed-loop performance , 2009, Autom..

[160]  E. Mosca,et al.  Nonlinear control of constrained linear systems via predictive reference management , 1997, IEEE Trans. Autom. Control..

[161]  Antonio Ferramosca,et al.  Optimal MPC for tracking of constrained linear systems , 2011, Int. J. Syst. Sci..

[162]  J. Sjöberg Regularization Issues in Neural Network Models of Dynamical Systems , 1993 .

[163]  Andreas Eidehall,et al.  An Automotive Lane Guidance System , 2004 .

[164]  R. Fletcher Practical Methods of Optimization , 1988 .

[165]  Daniel Ankelhed,et al.  On low order controller synthesis using rational constraints , 2009 .

[166]  Eric C. Kerrigan,et al.  Offset-free control of constrained linear discrete-time systems subject to persistent unmeasured disturbances , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[167]  Niklas Wahlström Localization using Magnetometers and Light Sensors , 2013 .

[168]  Mario Sznaier,et al.  Suboptimal control of linear systems with state and control inequality constraints , 1987, 26th IEEE Conference on Decision and Control.

[169]  Janne Harju Johansson,et al.  A Structure Utilizing Inexact Primal-Dual Interior-Point Method for Analysis of Linear Differential Inclusions , 2008 .

[170]  Ola Härkegård,et al.  Flight Control Design using Backstepping , 2001 .

[171]  Frida Gunnarsson On Modeling and Control of Network Queue Dynamics , 2003 .

[172]  Krister Edström,et al.  Simulation of Mode Switching Systems Using Switched Bond Graphs , 1996 .

[173]  Anders Skeppstedt Construction of composite models from large data-sets , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[174]  J. Plantin Algebraic Methods for Verification and Control of Discrete Event Dynamic Systems , 1995 .

[175]  Mille Millnert,et al.  Vehicle size and orientation estimation using geometric fitting , 2001 .