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Robust Control Toolbox Functions

Alphabetical List By Category

Uncertain System Representation

Uncertain Models

ureal Create uncertain real parameter
umat Create uncertain matrix
ucomplex Create uncertain complex parameter
ucomplexm Create uncertain complex matrix
ultidyn Create uncertain linear time-invariant object
uss Specify uncertain state-space models or convert LTI model to uncertain state-space model
ufrd Uncertain frequency response data model
randatom Generate random uncertain atom objects
randumat Generate random uncertain umat objects
randuss Generate stable, random uss objects
getNominal Nominal value of uncertain model
actual2normalized Transform actual values to normalized values
normalized2actual Convert value for atom in normalized coordinates to corresponding actual value
simplify Simplify representation of uncertain object
isuncertain Check whether argument is uncertain class type
lftdata Decompose uncertain objects into fixed certain and normalized uncertain parts
ltiarray2uss Compute uncertain system bounding given LTI ss array
ucover Fit an uncertain model to set of LTI responses

Uncertain Models in Simulink

ulinearize Linearize Simulink model with Uncertain State Space block

Uncertain System Analysis

Nominal Performance Analysis

loopmargin Stability margin analysis of LTI and Simulink feedback loops
dmplot Interpret disk gain and phase margins
gapmetric Compute upper bounds on Vinnicombe gap and nugap distances between two systems
loopsens Sensitivity functions of plant-controller feedback loop
ncfmargin Calculate normalized coprime stability margin of plant-controller feedback loop
sdhinfnorm Compute L2 norm of continuous-time system in feedback with discrete-time system
sdlsim Time response of sampled-data feedback system

Robustness and Worst-Case Analysis

robstab Robust stability of uncertain system
robgain Robust performance of uncertain system
robOptions Option set for robustness analysis
wcgain Worst-case gain of uncertain system
wcsigma Plot worst-case gain of uncertain system
wcnorm Worst-case norm of uncertain matrix
wcsens Calculate worst-case sensitivity and complementary sensitivity functions of plant-controller feedback loop
wcmargin Worst-case disk stability margins of uncertain feedback loops
wcOptions Option set for worst-case analysis
mussv Compute bounds on structured singular value (µ)
mussvextract Extract muinfo structure returned by mussv

Monte Carlo Analysis

uss/usample Generate random samples of uncertain or generalized model
usample Generate random samples of uncertain variables in a Simulink model
rsampleBlock Randomly sample Control Design blocks in generalized model
usubs Substitute given values for uncertain elements of uncertain objects
gridureal Grid ureal parameters uniformly over their range
complexify Replace ureal atoms by summations of ureal and ucomplex (or ultidyn) atoms

Uncertainty Analysis with Simulink Models

ufind Find uncertain variables in Simulink model
ulinearize Linearize Simulink model with Uncertain State Space block
usample Generate random samples of uncertain variables in a Simulink model
loopmargin Stability margin analysis of LTI and Simulink feedback loops

Robust Controllers

Robust Tuning

ureal Create uncertain real parameter
systune Tune fixed-structure control systems modeled in MATLAB
slTuner Interface for control system tuning of Simulink models
systune (slTuner) Tune control system parameters in Simulink using slTuner interface

H-Infinity Synthesis

hinfstruct H∞ tuning of fixed-structure controllers
hinfstructOptions Set options for hinfstruct
hinfsyn Compute H∞ optimal controller for LTI plant
h2syn H2 control synthesis for LTI plant
sdhinfsyn Compute H∞ controller for sampled-data system
h2hinfsyn Mixed H2/H∞ synthesis with regional pole placement constraints
hinfnorm H∞ norm of dynamic system
augw State-space or transfer function plant augmentation for use in weighted mixed-sensitivity H∞ and H2 loopshaping design
mkfilter Generate Bessel, Butterworth, Chebyshev, or RC filter
makeweight First-order weighting function with specified DC gain, crossover frequency, and high-frequency gain

Loop-Shaping Synthesis

loopsyn H∞ optimal controller synthesis for LTI plant
mixsyn H∞ mixed-sensitivity synthesis method for robust control loopshaping design
ncfsyn Loop shaping design using Glover-McFarlane method

Mu Synthesis

dksyn Robust controller design using µ-synthesis
dksynperf Robust H∞ performance optimized by dksyn
dksynOptions Set options for dksyn
cmsclsyn Approximately solve constant-matrix, upper bound µ-synthesis problem
drawmag Mouse-based tool for sketching and fitting
fitfrd Fit frequency response data with state-space model
fitmagfrd Fit frequency response magnitude data with minimum-phase state-space model using log-Chebyshev magnitude design
genphase Fit single-input/single-output magnitude data with real, rational, minimum-phase transfer function

Model Simplification

reduce Simplified access to Hankel singular value based model reduction functions
balancmr Balanced model truncation via square root method
bstmr Balanced stochastic model truncation (BST) via Schur method
hankelmr Hankel minimum degree approximation (MDA) without balancing
hankelsv Compute Hankel singular values for stable/unstable or continuous/discrete system
modreal Modal form realization and projection
ncfmr Balanced model truncation for normalized coprime factors
schurmr Balanced model truncation via Schur method
dcgainmr Reduced order model
slowfast Slow and fast modes decomposition

Linear Matrix Inequalities

LMI Solvers

getlmis Internal description of LMI system
lmiedit Specify or display systems of LMIs as MATLAB expressions
lmiterm Specify term content of LMIs
lmivar Specify matrix variables in LMI problem
newlmi Attach identifying tag to LMIs
setlmis Initialize description of LMI system
dellmi Remove LMI from system of LMIs
delmvar Remove one matrix variable from LMI problem
setmvar Instantiate matrix variable and evaluate all LMI terms involving this matrix variable
dec2mat Given values of decision variables, derive corresponding values of matrix variables
decinfo Describe how entries of matrix variable X relate to decision variables
decnbr Total number of decision variables in system of LMIs
lmiinfo Information about variables and term content of LMIs
lminbr Return number of LMIs in LMI system
mat2dec Extract vector of decision variables from matrix variable values
matnbr Number of matrix variables in system of LMIs
defcx Help specify cTx objectives for mincx solver
feasp Compute solution to given system of LMIs
gevp Generalized eigenvalue minimization under LMI constraints
mincx Minimize linear objective under LMI constraints
evallmi Given particular instance of decision variables, evaluate all variable terms in system of LMIs
showlmi Return left and right sides of LMI after evaluation of all variable terms

Parameter-Dependent Systems

aff2pol Convert affine parameter-dependent models to polytopic models
decay Quadratic decay rate of polytopic or affine P-systems
ispsys True for parameter-dependent systems
pdlstab Assess robust stability of polytopic or parameter-dependent system
pdsimul Time response of parameter-dependent system along given parameter trajectory
polydec Compute polytopic coordinates with respect to box corners
psinfo Inquire about polytopic or parameter-dependent systems created with psys
psys Specify polytopic or parameter-dependent linear systems
pvec Specify range and rate of variation of uncertain or time-varying parameters
pvinfo Describe parameter vector specified with pvec
quadperf Compute quadratic H∞ performance of polytopic or parameter-dependent system
quadstab Quadratic stability of polytopic or affine parameter-dependent systems

LMI Controller Synthesis

hinfgs Synthesis of gain-scheduled H∞ controllers
hinfsyn Compute H∞ optimal controller for LTI plant
h2hinfsyn Mixed H2/H∞ synthesis with regional pole placement constraints
msfsyn Multi-model/multi-objective state-feedback synthesis
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