Knowledge-based radar signal and data processing - A tutorial overview

被引:90
作者
Capraro, GT
Farina, A
Griffiths, H
Wicks, MC
机构
[1] Capraro Technologies, Inc.
[2] U.S. Air Force, Rome Air Development Center, Rome, NY
[3] L.C. Smith College of Engineering and Computer Science, Syracuse University, Syracuse, NY
[4] University of Naples, Naples
[5] Department of Electronic and Electrical Engineering, University College London, London
[6] Syracuse University, Syracuse, NY
关键词
D O I
10.1109/MSP.2006.1593334
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Radar systems comprise an important component in military operations. In response to increasingly severe threats from military targets with reduced radar cross sections (RCSs), slow-moving and low-flying aircraft hidden in foliage, and in environments with large number of targets, knowledge-based (KB) signal and data processing techniques offer the promise of improved performance of all radar systems. Radars under KB control can be deployed to utilize valuable resources such as airspace or runways more effectively and to aid human operators in carrying out their missions.
引用
收藏
页码:18 / 29
页数:12
相关论文
共 37 条
[1]   Ground moving target indication using knowledge based space time adaptive processing [J].
Adve, RS ;
Wicks, MC ;
Hale, TB ;
Antonik, P .
RECORD OF THE IEEE 2000 INTERNATIONAL RADAR CONFERENCE, 2000, :735-740
[2]  
[Anonymous], 1998, FUNDAMENTALS MULTISI
[3]   Knowledge-based space-time adaptive processing [J].
Antonik, P ;
Schuman, H ;
Li, P ;
Melvin, W ;
Wicks, M .
PROCEEDINGS OF THE 1997 IEEE NATIONAL RADAR CONFERENCE, 1997, :372-377
[4]  
Arulampalam MS, 2002, PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL II, P927, DOI 10.1109/ICIF.2002.1020911
[5]  
BALDYGO W, 1993, RECORD OF THE 1993 IEEE NATIONAL RADAR CONFERENCE, P275, DOI 10.1109/NRC.1993.270451
[6]  
Barr A., 1981, HDB ARTIFICIAL INTEL, VI.
[7]   INFORMATION-THEORY AND RADAR WAVE-FORM DESIGN [J].
BELL, MR .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (05) :1578-1597
[8]   GMTI STAP in target-rich environments: Site-specific analysis [J].
Bergin, JS ;
Techau, PM ;
Melvin, WL ;
Guerci, JR .
PROCEEDINGS OF THE 2002 IEEE RADAR CONFERENCE, 2002, :391-396
[9]   Contextual information in SAR target detection [J].
Blacknell, D .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2001, 148 (01) :41-47
[10]   Improved STAP performance using knowledge-aided secondary data selection [J].
Capraro, CT ;
Capraro, GT ;
Weiner, DD ;
Wicks, MC ;
Baldygo, WJ .
PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, :361-365