Bandpass nonlinear systems identification by higher order crosscorrelation |
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Authors: | Giunta G Jacovitti G Neri A |
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Affiliation: | Dept. of Electron. Eng., Rome Univ.; |
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Abstract: | Nonlinear systems constituted by a zero-memory nonlinearity cascaded with linear filters can be identified by input-output cross correlation using a Gaussian input signal. The method is extended to complex systems through a pair of complex invariance theorems. The stated properties allow identifying the linear parts of systems characterized by magnitude/phase nonlinearities with the joint use of second- and third-order input-output moments. The method can be employed for a wide class of communication bandpass circuits when signals are represented by complex envelopes |
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