DocumentCode
2522680
Title
Joint location and Doppler estimation with fractional lower-order statistics
Author
Tsakalides, Panagiotis ; Nikias, Chrysostomos L.
Author_Institution
Signal & Image Process. Inst., Univ. of Southern California, Los Angeles, CA, USA
Volume
3
fYear
1996
fDate
21-24 Oct 1996
Firstpage
833
Abstract
In wireless distributed multimedia communication networks, the spatial selectivity of an array of sensors can be used in order to operate in close-frequency bands and suppress undesirable noise and interference in favor of the signal of interest. Our emphasis is in the development of methods for direction finding, null- and beam-steering, and waveform recovery in mobile networks. We develop angle and Doppler estimation techniques from measurements retrieved in the presence of impulsive noise (thermal, jamming, or clutter) modeled as a complex isotropic alpha-stable random process. The results are of great importance in the study of wireless communications and of space-time adaptive processing (STAP) applications for airborne pulse Doppler radar arrays operating in impulsive interference environments
Keywords
Doppler radar; adaptive signal detection; adaptive signal processing; airborne radar; array signal processing; covariance matrices; direction-of-arrival estimation; interference suppression; jamming; land mobile radio; radar clutter; radar detection; radiofrequency interference; random processes; statistical analysis; Doppler estimation; airborne pulse Doppler radar arrays; angle estimation; beam-steering; clutter; complex isotropic alpha-stable random process; direction finding; fractional lower-order statistics; impulsive interference; impulsive noise; interference suppression; jamming; location estimation; mobile networks; noise suppression; null-steering; sensor array; space-time adaptive processing; spatial selectivity; thermal noise; waveform recovery; wireless distributed multimedia communication networks; 1f noise; Communication networks; Interference suppression; Jamming; Multimedia communication; Noise measurement; Sensor arrays; Wireless communication; Wireless sensor networks; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Military Communications Conference, 1996. MILCOM '96, Conference Proceedings, IEEE
Conference_Location
McLean, VA
Print_ISBN
0-7803-3682-8
Type
conf
DOI
10.1109/MILCOM.1996.571398
Filename
571398
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