📄 lqgdemo2.m
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function [ret,x0,str]=lqgdemo2(t,x,u,flag);
%LQGDEMO2 is the M-file description of the SIMULINK system named LQGDEMO2.
% The block-diagram can be displayed by typing: LQGDEMO2.
%
% SYS=LQGDEMO2(T,X,U,FLAG) returns depending on FLAG certain
% system values given time point, T, current state vector, X,
% and input vector, U.
% FLAG is used to indicate the type of output to be returned in SYS.
%
% Setting FLAG=1 causes LQGDEMO2 to return state derivitives, FLAG=2
% discrete states, FLAG=3 system outputs and FLAG=4 next sample
% time. For more information and other options see SFUNC.
%
% Calling LQGDEMO2 with a FLAG of zero:
% [SIZES]=LQGDEMO2([],[],[],0), returns a vector, SIZES, which
% contains the sizes of the state vector and other parameters.
% SIZES(1) number of states
% SIZES(2) number of discrete states
% SIZES(3) number of outputs
% SIZES(4) number of inputs.
% For the definition of other parameters in SIZES, see SFUNC.
% See also, TRIM, LINMOD, LINSIM, EULER, RK23, RK45, ADAMS, GEAR.
% Copyright (c) 1990-94 by The MathWorks, Inc.
% Note: This M-file is only used for saving graphical information;
% after the model is loaded into memory an internal model
% representation is used.
% the system will take on the name of this mfile:
sys = mfilename;
new_system(sys)
simver(1.3)
if(0 == (nargin + nargout))
set_param(sys,'Location',[0,0,641,311])
open_system(sys)
end;
set_param(sys,'algorithm', 'Linear')
set_param(sys,'Start time', '0.0')
set_param(sys,'Stop time', '1000')
set_param(sys,'Min step size', '0.00001')
set_param(sys,'Max step size', '0.2')
set_param(sys,'Relative error','1e-3')
set_param(sys,'Return vars', '')
add_block('built-in/State-space',[sys,'/',['State Observer',13,'(try this instead of Kalman',13,'estimator)']])
set_param([sys,'/',['State Observer',13,'(try this instead of Kalman',13,'estimator)']],...
'orientation',2,...
'A','a',...
'B','[b, zeros(4,1)]',...
'C','eye(4)',...
'D','[zeros(4,1),zeros(4,1)]',...
'position',[480,210,560,260])
add_block('built-in/State-space',[sys,'/','State estimator'])
set_param([sys,'/','State estimator'],...
'orientation',2,...
'A','ae',...
'B','be',...
'C','ce',...
'D','de',...
'Mask Display','Kalman\nestimator',...
'Mask Type','State estimator')
set_param([sys,'/','State estimator'],...
'Mask Dialogue','Continuous Kalman state estimator.\n(Requires Control Toolbox)|Plant A matrix:|Plant B matrix:|Plant C matrix:|Plant D matrix:|State noise covar. E[ww'']:|Output noise covar. E[vv'']:')
set_param([sys,'/','State estimator'],...
'Mask Translate','[nx,nu]=size(@2); [l,p]=lqe(@1,eye(nx,nx),@3,@5,@6); [ny,nx]=size(@3); [ae,be,cexy,dexy]=estim(@1,@2,@3,@4,l,1:ny,1:nu); ce=cexy(ny+1:ny+nx,:); de=dexy(ny+1:ny+nx,:);')
set_param([sys,'/','State estimator'],...
'Mask Help','Implements a Kalman state estimator using lqe and estim commands. Mask and unmask this block to see how it works.',...
'Mask Entries','a\/b\/c\/d\/1000*a''*a\/eye(1,1)\/')
set_param([sys,'/','State estimator'],...
'position',[260,190,350,240])
add_block('built-in/Note',[sys,'/',['LQG Demo. Start simulation.',13,'Try varying weighting parameters.',13,'Try giving plant an additive perturbation.']])
set_param([sys,'/',['LQG Demo. Start simulation.',13,'Try varying weighting parameters.',13,'Try giving plant an additive perturbation.']],...
'position',[340,20,341,21])
add_block('built-in/State-space',[sys,'/','Plant'])
set_param([sys,'/','Plant'],...
'A','a',...
'B','b',...
'C','c',...
'D','d',...
'position',[300,77,380,123])
add_block('built-in/Inport',[sys,'/','Inport'])
set_param([sys,'/','Inport'],...
'Port','1',...
'position',[60,35,80,55])
add_block('built-in/Signal Generator',[sys,'/','Signal Gen.'])
set_param([sys,'/','Signal Gen.'],...
'Peak','1.000000',...
'Peak Range','5.000000',...
'Freq','1.000000',...
'Freq Range','5.000000',...
'Wave','Sqr',...
'Units','Rads',...
'position',[45,83,85,117])
add_block('built-in/Outport',[sys,'/','Outport'])
set_param([sys,'/','Outport'],...
'Port','1',...
'position',[525,35,545,55])
add_block('built-in/State-space',[sys,'/',['Feedback gain ',13,'using LQR design.']])
set_param([sys,'/',['Feedback gain ',13,'using LQR design.']],...
'orientation',2,...
'A','[]',...
'B','[]',...
'C','[]',...
'D','k',...
'Mask Display','K',...
'Mask Type','Regulator')
set_param([sys,'/',['Feedback gain ',13,'using LQR design.']],...
'Mask Dialogue','Linear quadratic regulator.\n(Requires Control Toolbox)|Plant A matrix:|Plant B matrix:|Plant C matrix:|Plant D matrix:|Output weighting, y''Qy:|Input weighting, u''Ru:')
set_param([sys,'/',['Feedback gain ',13,'using LQR design.']],...
'Mask Translate','[k]=lqry(@1,@2,@3,@4,@5,@6);',...
'Mask Help','Implements a linear state quadratic regulator. Mask and unmask this block to see how it works.')
set_param([sys,'/',['Feedback gain ',13,'using LQR design.']],...
'Mask Entries','a\/b\/c\/d\/eye(1,1)\/eye(1,1)\/',...
'position',[150,187,215,243])
add_block('built-in/Sum',[sys,'/','Sum'])
set_param([sys,'/','Sum'],...
'inputs','++-',...
'position',[190,82,210,118])
add_block('built-in/Mux',[sys,'/',['Inputs',13,'and sensors.']])
set_param([sys,'/',['Inputs',13,'and sensors.']],...
'orientation',2,...
'inputs','[1,1]',...
'position',[390,194,420,236])
add_block('built-in/Note',[sys,'/','Known inputs'])
set_param([sys,'/','Known inputs'],...
'position',[340,155,341,156])
add_block('built-in/Scope',[sys,'/','Output'])
set_param([sys,'/','Output'],...
'Vgain','2',...
'Hgain','10.1',...
'Vmax','2',...
'Hmax','20.2',...
'Window',[0,0,280,220])
open_system([sys,'/','Output'])
set_param([sys,'/','Output'],...
'position',[535,87,555,113])
add_block('built-in/Scope',[sys,'/',['Floating',13,'Scope']])
set_param([sys,'/',['Floating',13,'Scope']],...
'Vgain','2',...
'Hgain','10.1',...
'Vmax','2',...
'Hmax','20.2',...
'Window',[100,100,380,320],...
'position',[70,172,90,198])
add_line(sys,[145,215;125,215;125,110;185,110])
add_line(sys,[385,100;530,100])
add_line(sys,[505,100;505,45;520,45])
add_line(sys,[455,100;455,225;425,225])
add_line(sys,[85,45;160,45;160,90;185,90])
add_line(sys,[90,100;185,100])
add_line(sys,[215,100;295,100])
add_line(sys,[235,100;235,170;445,170;445,205;425,205])
add_line(sys,[385,215;355,215])
add_line(sys,[255,215;220,215])
% Return any arguments.
if (nargin | nargout)
% Must use feval here to access system in memory
if (nargin > 3)
if (flag == 0)
eval(['[ret,x0,xstr]=',sys,'(t,x,u,flag);'])
else
eval(['ret =', sys,'(t,x,u,flag);'])
end
else
[ret,x0,str] = feval(sys);
end
end
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