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authorYuan Xu <yuanxu@student.ethz.ch>2023-05-24 17:35:46 +0200
committerYuan Xu <yuanxu@student.ethz.ch>2023-05-24 17:35:46 +0200
commita23ba49056a36aff221d0c23e228b981222c3576 (patch)
tree742c18cbe13c1603909b55ee82188ce6360e8fa0 /Submission files/lqr_maxPI.m
parentADD: declaration of originality (diff)
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+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% Copyright (c) 2023, Amon Lahr, Simon Muntwiler, Antoine Leeman & Fabian Flürenbrock Institute for Dynamic Systems and Control, ETH Zurich.
+%
+% All rights reserved.
+%
+% Please see the LICENSE file that has been included as part of this package.
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+
+function [H, h] = lqr_maxPI(Q, R, params)
+ % Define the linear system
+ A = params.model.A;
+ B = params.model.B;
+ nx=params.model.nx;
+ nu=params.model.nu;
+
+ s_max= params.constraints.MaxAbsPositionXZ;
+ y_max= params.constraints.MaxAbsPositionY;
+ u_max = params.constraints.MaxAbsThrust;
+
+ K = -dlqr(A, B, Q, R);
+ systemLQR = LTISystem('A', A+B*K);
+% absxmax = ones(nx,1)*s_max;
+% absumax = ones(nu,1)*u_max;
+% Xp = Polyhedron('A',[eye(nx); -eye(nx); K; -K], 'b', [absxmax;absxmax; absumax;absumax]);
+ Hx=params.constraints.StateMatrix;
+ hx=params.constraints.StateRHS;
+ Hu=params.constraints.InputMatrix;
+ hu=params.constraints.InputRHS;
+ Xp = Polyhedron('A',[Hx;Hu*K], 'b', [hx;hu]);
+
+ figure(1);
+ systemLQR.x.with('setConstraint');
+ systemLQR.x.setConstraint = Xp;
+ InvSetLQR = systemLQR.invariantSet();
+% InvSetLQR.plot(), alpha(0.25), title('Invariant Set for Triple Integrator under LQR Control'), xlabel('x_1'), ylabel('x_2'), zlabel('x_3');
+
+ H=InvSetLQR.A;
+ h=InvSetLQR.b;
+
+
+end
+
+
+