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Levy Polyfitting system identification
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Levy Polyfitting method used for system parameter identification in frequency domain and it is very effective for determining the parameters of transfer functions.
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Aera Method for system identification
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aera method used for determining model parameters for unknown system given the input and output data. the simulation includes i/o data generation and identification algorithm. it may help researchers in this area someway.
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CorrelatedIdentification method
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correlated identification method used to determine the impulse response function, which is the model of an unknown system. the input and output data are teanformed into correlated function first, and the fault torleration ability improves in this way.
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Recursive Least Squres algorithm
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Recursive Least Squres algorithm for system identification. this simulation involves data generation, RLS algorithm and result evaluation, which may help beginers in this study of field.
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Extended Least Squares algorithm
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this simulation involves i/o input & output data generation, Extended Least Squares algorithm and result evaluation for system identification. Extended Least Squares is quicker and easier to converge to a stable value than GLS.
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noise generation with required distribution
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this is a matlab code to generate desired noise with required distribution function based on Metropolis Rejection Method.
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