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Continuous-time bilinear system identification using single experiment with multiple pulses
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DOI：10.1007/s11071-011-0323-9.png)
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A novel method is presented for the identification of a continuous-time bilinear system from the input-output data generated by a single experiment with multiple pulses. In contrast to the conventional approach utilizing multiple experiments, the current work documents the advantage of using a single experiment and sets up a procedure to obtain bilinear system models. The special pulse inputs employed by earlier research can be avoided and accurate identification of the continuous-time system model is possible by performing a single experiment incorporating a class of control input sequences combining pulses with free-decay response. The algorithm presented herein is more attractive in practice for the identification of bilinear systems. Numerical examples presented demonstrate the methodology developed in the paper.
Keyword:
Bilinear system identification
Nonlinear system identification
System realization
Experimental dynamical modeling
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1.4W
被引数:
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