Title :
Nonlinear disturbance errors in system identification using multisine test signals
Author :
Evans, Ceri ; Rees, David ; Jones, Lee
Author_Institution :
Dept. of Electron. & Inf. Technol., Glamorgan Univ., UK
fDate :
4/1/1994 12:00:00 AM
Abstract :
The errors introduced into linear system identification by a class of nonlinear distortions are examined. A theoretical framework is presented for the distortion generated by odd-power-nonlinearities when using multisine test signals for frequency-domain identification. It is shown that the distortion is a function of the number of test harmonics, their harmonic values, and their phases. This leads to the definition of a novel class of signals, termed no interharmonic distortion (NID) multisines, with interesting properties. An explanation of previously published practical results is then given. Application of multisines to system testing with a method of compensating for nonlinearities is illustrated with practical results
Keywords :
electric distortion; frequency-domain analysis; identification; linear systems; signal processing; distortion; frequency-domain identification; multisine test signals; no interharmonic distortion multisines; nonlinear distortions; nonlinear disturbance errors; nonlinearities compensation; odd-power-nonlinearities; system identification; system testing; test harmonics; Harmonic distortion; Linear systems; Nonlinear distortion; Phase distortion; Power system modeling; Signal generators; Signal processing; System identification; System testing; Time domain analysis;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on