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Estimation of weighting-sequence matrices by correlation method

Estimation of weighting-sequence matrices by correlation method

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The pseudorandom binary sequence transformed by the Hadamard matrix is applied to the estimation of weighting-sequence matrices of multi-input and multioutput discrete-time systems. The method is based on the correlation analysis and matrix algebra. The weighting-sequence matrix is obtained directly from the measured-correlation matrix.

References

    1. 1)
      • Briggs, P.A.N., Godfrey, K.R., Hammond, P.H.: `Estimation of process dynamic characteristics by correlation methods using pseudo-random signals', Presented at the 2nd IFAC symposium on identification in automatic-control systems, 1967.
    2. 2)
      • P.A.N. Briggs , K.R. Godfrey . Pseudorandom signals for the dynamic analysis of multivariable systems. Proc. IEE , 7 , 1259 - 1267
    3. 3)
      • T.O. Lewis , P.L. Odell . (1971) , Estimation in linear models.
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