Title :
Dual-frequency dual-wavenumber cross-coherence of nonstationary and inhomogeneous harmonizable random fields
Author :
Larsen, Yngvar ; Hanssen, Alfred
Author_Institution :
Phys. Dept., Tromso Univ., Norway
Abstract :
We present a definition of a dual-frequency dual-wavenumber cross-spectrum of two nonstationary and inhomogeneous harmonizable random fields, which is in fact a generalization of the Loeve (dual-frequency) cross-spectrum of two random processes. Furthermore, a geometric argument shows that a proper normalization yields a natural measure of cross-coherence, and application of Cauchy-Schwarz´s inequality results in a necessary and sufficient condition for full cross-coherence. Finally, estimators of the cross-spectrum and the cross-coherence based on the multitaper approach are suggested, and tested on simulated data.
Keywords :
array signal processing; random processes; spectral analysis; Cauchy-Schwarz inequality; Loeve cross-spectrum; array processing; dual-frequency cross-coherence; dual-frequency cross-spectrum; dual-wavenumber cross-coherence; harmonizable random fields; inhomogeneous random fields; multitaper approach; nonstationary random fields; Array signal processing; Fourier transforms; Frequency; Physics; Q measurement; Random processes; Sonar applications; Sufficient conditions; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326335