DocumentCode
1900785
Title
Dual-frequency dual-wavenumber formulations of harmonizable random fields
Author
Larsen, Yngvar ; Hanssen, Alfred
Author_Institution
NORUT Inf. Technol., Tromso, Norway
fYear
2004
fDate
18-21 July 2004
Firstpage
552
Lastpage
556
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN
0-7803-8545-4
Type
conf
DOI
10.1109/SAM.2004.1503009
Filename
1503009
Link To Document