论文信息 - A modified Volterra series approach for the characterization of non-linear dynamic systems

A modified Volterra series approach for the characterization of non-linear dynamic systems

The paper presents a theoretical study on the convergence properties of the new modified Volterra-like modeling approach for non-linear dynamic systems in comparison with the classical Volterra series representation. In particular, the assumptions which enable a single-fold non-linear convolution integral to be adopted also in the presence of strong non-linearities are pointed out. Experimental and simulation results which confirm the theoretical considerations are also provided.

[1] J. J. Bussgang,et al. Analysis of nonlinear systems with multiple inputs , 1974 .

[2] Leon O. Chua,et al. Measuring Volterra kernels , 1983 .

[3] L. Chua,et al. Measuring Volterra kernels (II) , 1989 .

[4] J. Bendat. New techniques for nonlinear system analysis and identification from random data , 1990 .

[5] Giorgio Vannini,et al. Mathematical approach to large-signal modelling of electron devices , 1991 .

[6] Leon O. Chua,et al. Measuring volterra kernels III: How to estimate the highest significant order , 1991, Int. J. Circuit Theory Appl..

[7] V. A. Monaco,et al. A nonlinear integral model of electron devices for HB circuit analysis , 1992 .

[8] Giorgio Vannini,et al. Nonlinear integral modeling of dual-gate GaAs MESFET's , 1994 .

[9] David Rees,et al. Probing signals for measuring nonlinear Volterra kernels , 1995, Proceedings of 1995 IEEE Instrumentation and Measurement Technology Conference - IMTC '95.

[10] Giorgio Vannini,et al. Modeling of non ideal dynamic characteristics in S/H-ADC devices , 1995, Proceedings of 1995 IEEE Instrumentation and Measurement Technology Conference - IMTC '95.

[11] Hai-Wen Chen,et al. Modeling and identification of parallel nonlinear systems: structural classification and parameter estimation methods , 1995, Proc. IEEE.