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updated 4 months ago

Fisher information matrix based time-series segmentation of process data by Janos Abonyi

A goal-oriented Fisher information based time-series segmentation algorithm (identification, offline, neigbouring segments)

Fisher_resid_bu(Pmat,seg_left,seg_right);

buseg(Pmat,num_segments,minres,help_vec)

cost=cost_function_Krzan(A,B)

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updated 4 months ago

Constrained Fuzzy Model Identification - Files for Fuzzy Modeling and Identification Toolbox by Janos Abonyi

Can be used for estimation of the consequent model parameters (fuzzy, identification, toolbox)

[A,B,C,D]=cola_linearize(func,x0,u0)

[A,b,eq]=gener(nm,ny,nu,flagstab,flaghamm,gmin,gmax,tmin,...

[f,g]=cola4_lin(X,u)

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updated 4 months ago

Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach by Janos Abonyi

Identification and application of hybrid models for Globally Linearizing Control (neural network, cstr, blackbox)

fmin_lm(yfun,jxfun,x0,ym,opt,uservar)

fsimu(theta,in2);

fsimu2(theta,in2);

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updated 1 year ago

LMFnlsq2 by Miroslav Balda

Solution of one or more nonlinear equations in the least squares sense. (nonlinear least squar..., curve fitting, identification)

LMFnlsq2.m

LMFnlsq2test.m

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updated almost 2 years ago

PID control of identitified two tank system by Özgür Alpan

This example includes identification of two tank system with sysid tool and its PID control. (identification, pid, two tank system)

x_sum(x)

x_sum(x)

twotank.m

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updated 2 years ago

Identification by least square method by Azzi Abdelmalek

Identification of Linear system, using a least square method. (identification, linear systems, least square)

least_square.m

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updated 2 years ago

Identification of LTI System with nonlinear Feedback by hwol

A nonlinear identification scheme is provided for a LTI-system with a feedback-nonlinearity (mems, identification, nonlinearity)

ident_nl(data, nn, nnl);

plot_nl(model_params, u_max, V_L, V_R),

sfunmoment(t, x, u, flag,...

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updated 5 years ago

MGWT by Jesús P. Mena-Chalco

Identification of protein coding regions using the Modified Gabor-wavelet transform. (protein coding region, gene, identification)

MGWT(varargin)

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updated 5 years ago

Recursive Least Square Identification with Noise by Otniel Adrian

RLS algorithm to identified parameter of transfer function + noise (parameter, identification, rls)

RLS_Noise.m

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updated 5 years ago

Recursive Least Square Identification without Noise by Otniel Adrian

RLS algorithm to identified parameter of transfer function (parameter, identification, rls)

RLS_Pure.m

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updated almost 7 years ago

Simulink pseudo-random binary sequence generators by Gilles

A collection of 7 PRBS generators with different periodic sequence lengths. (system identification, identification, simulink)

prbs_3bits

prbs_4bits

prbs_5bits

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updated 7 years ago

PLANT IDENTIFICATION AND CONTROL USING A NEURAL by Cosme Rafael Marcano-Gamero

An example of using Matlab Neural Toolbox (whitepaper, article, paper)

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updated 7 years ago

Multiple Coherence Function by Mehmet Murat Altug Bicak

Multiple Coherence Function Based on Multiple input theory (system identification, multiple, coherence)

MultipleCoherehence(fs,x,y,index,nfft)

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updated 7 years ago

musysid by Giampiero Campa

Mu-Tools based Multivariable System Identification (system identification, multivariable, system)

G=phasefix(ff)

[fr,sp,dfr,dsp]=ff2vm(ff)

[th,datan]=rarx3(y,u,adm,adg,data0)

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updated 8 years ago

CaToKi, System identification GUI by Francisco-Ronay Lopez-Estrada

This work present a new GUI interfaz for system identiication SISO in open loop, acording to Ljang (system identification, ca toki, identification)

ballbeam(action)

dMdt=tanke(ti,Ma)

daisy.m

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updated 12 years ago

i4c - identification for control package by Wolfgang Reinelt

Features implementations of stochastic embedding, set membership estimation, and error modeling. (system identification, identification, robust control)

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updated 12 years ago

idf by Arthur Jutan

IDF Identification function (system identification, identification, univariate)

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