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Measurement of second-order Volterra kernels using pseudorandom ternary signals

 

作者: H. A. BARKER,   R. W. DAVY,  

 

期刊: International Journal of Control  (Taylor Available online 1978)
卷期: Volume 27, issue 2  

页码: 277-291

 

ISSN:0020-7179

 

年代: 1978

 

DOI:10.1080/00207177808922365

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

The problem of measuring the second-order Volterra kernel of a non-linear system by cross-correlation using a pseudo-random ternary test signal is considered. It is shown that the kernel values may be determined by a shift-and-add procedure, applied to the diagonal measurements obtained by removing a bias from the cross-correlation function of the system output and the square of the system input. The complete information content of experimental results may be extracted by this procedure, but it is shown to be preferable to extract only uniformly distributed kernel values, and the pseudo-random ternary signals which yield the greatest number of such values are tabulated. Implementation is shown to be simpler than conventional methods, and amenable to the application of discrete Fourier transforms. An example is used to illustrate the method.

 

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