• 제목/요약/키워드: LMFD

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Extending the SRIV Identification Algorithm to MIMO LMFD Models

  • Akroum, Mohamed;Hariche, Kamel
    • Journal of Electrical Engineering and Technology
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    • 제4권1호
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    • pp.135-142
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    • 2009
  • In this paper the Simplified Refined Instrumental Variable (SRIV) identification algorithm for SISO systems is extended to MIMO systems described by a Left Matrix Fraction Description (LMFD). The performance of the extended algorithm is compared to the well-known MIMO four-step instrumental variable (IV4) algorithm. Monte Carlo simulations for different signal to noise ratios are conducted to assess the performance of the algorithm. Moreover, the algorithm is applied to a simulated quadruple tank process.