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Higher order spectral estimation for random fields (1993)

Yuan, J. ; Rao, T. Subba

Springer

Multidimensional systems and signal processing 4 (1993), S. 7-22

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ISSN: 1573-0824

Keywords: asmptotic cumulant properties ; higher order cumulant spectra ; nonlinear systems identification ; nonparametric spectral estimation ; periodograms ; random fields

Source: Springer Online Journal Archives 1860-2000

Topics: Electrical Engineering, Measurement and Control Technology

Notes: Abstract This paper is concerned with the nonparametric estimation of the higher order cumulant spectra of vector-valued stationary random fields onZ d by smoothing the periodograms, whereZ is the space of integers and the dimensiond≥1. We derive the asymptotic cumulant properties of the spectral estimates, and consider an application to multidimensional nonlinear systems identification. Numerical examples with simulated data are provided.

Type of Medium: Electronic Resource

URL: http://dx.doi.org/10.1007/BF00986003

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