Title :
Spectral properties of nonstationary and inhomogeneous harmonizable random fields
Author :
Larsen, Yngvar ; Hanssen, Alfred
Author_Institution :
Dept. of Phys., Tromso Univ., Norway
Abstract :
We present a definition of a dual-frequency dual-wave-number 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´ 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 functions; random processes; spectral analysis; Cauchy-Schwarz inequality; Loeve cross-spectrum; dual-frequency dual-wave-number cross-spectrum; inhomogeneous harmonizable random fields; nonstationary harmonizable random fields; random processes; Fourier transforms; Frequency; Nonuniform electric fields; Physics; Random processes; Sonar applications; Testing;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292021