Title :
Designing multisine excitations for nonlinear model testing
Author :
Pedro, José C. ; Carvalho, Nuno Borges
Author_Institution :
Inst. de Telecomunicacoes, Aveiro Univ., Portugal
Abstract :
This paper deals with the design of bandpass multisine excitations appropriate for microwave nonlinear model testing. A formal analysis showed that if the output power spectral density of a general nonlinear dynamic system is used as a metric for signal similarity, then it is possible to derive a set of statistical characteristics to be approximated. Using these nth-order extensions of the autocorrelation or the power spectral-density functions as the approximation goals, the multisine design problem is formulated as an optimization scheme where the various tone amplitudes and phases become the target design variables.
Keywords :
approximation theory; correlation methods; higher order statistics; nonlinear dynamical systems; optimisation; spectral analysis; approximation theory; autocorrelation; bandpass multisine excitations design; formal analysis; higher order statistics; microwave nonlinear model testing; multisine design problem; nonlinear dynamic system; optimization; power spectral density function; signal similarity; Autocorrelation; Data mining; Gaussian noise; Microwave circuits; Nonlinear dynamical systems; Power generation; Power system modeling; Signal analysis; Stochastic resonance; Testing;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2004.839340