Title :
Dual-frequency dual-wavenumber formulations of harmonizable random fields
Author :
Larsen, Yngvar ; Hanssen, Alfred
Author_Institution :
NORUT Inf. Technol., Tromso, 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 the 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 synthetic array processing data.
Keywords :
array signal processing; inhomogeneous media; random functions; signal representation; spectral analysis; Cauchy-Schwarz inequality; Loeve cross-spectrum; cross-coherence; dual-frequency dual-wavenumber formulation; geometric argument; inhomogeneous harmonizable random field; nonstationary random field; synthetic array processing data; Array signal processing; Extraterrestrial measurements; Information technology; Physics; Radar applications; Random processes; Sonar applications; Spaceborne radar; Sufficient conditions; Testing;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1503009