A PRIORI KNOWLEDGE-BASED POST-DOPPLER STAP FOR TRAFFIC MONITORING APPLICATIONS

被引：6

作者：

Baumgartner, Stefan V. ^{[1
]}

Krieger, Gerhard ^{[1
]}

机构：

[1] German Aerosp Ctr DLR, Microwaves & Radar Inst, Oberpfaffenhofen, Germany

来源：

2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2012年

关键词：

Ground moving target indication (GMTI); synthetic aperture radar (SAR); along-track interferometry (ATI); space-time adaptive processing (STAP); MOVING TARGET INDICATION;

D O I：

10.1109/IGARSS.2012.6352218

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：

In this paper an extension of our "Fast GMT! Algorithm for Traffic Monitoring Based on A Priori Knowledge" [1,2] to an arbitrary number of M receiving (RX) channels is presented. This is done by incorporating Post-Doppler space-time adaptive processing into the processing chain. In contrast to our original dual-channel algorithm this additionally allows for robust estimation of the direction-of-arrival (DOA) angles of the detected signals. As a consequence false detections can be recognized and discarded. In the paper the processing chain is explained and performance estimation results for DLR's multi-channel airborne F-SAR system are presented and discussed.

引用

页码：6087 / 6090

页数：4

共 50 条

[31] KNOWLEDGE-BASED SYSTEMS FOR FINANCIAL APPLICATIONS
LEINWEBER, D
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1988, 3 (03): : 18 - 30
[32] Knowledge-based customization of enterprise applications
Tsoi, SK
Cheung, CF
Lee, WB
EXPERT SYSTEMS WITH APPLICATIONS, 2003, 25 (01) : 123 - 132
[33] Knowledge-based cinematography and its applications
Friedman, D
Feldman, YA
ECAI 2004: 16TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 110 : 256 - 260
[34] A KNOWLEDGE-BASED A-PRIORI APPROACH TO MESH GENERATION IN THERMAL PROBLEMS
KANG, E
HAGHIGHI, K
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1992, 35 (04) : 915 - 937
[35] Knowledge-based Doppler blood-velocimeter system
Das, A
Banerjee, S
1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES '98, PROCEEDINGS, VOL, 3, 1998, : 334 - 339
[36] TERMINUS - A KNOWLEDGE-BASED TRAFFIC MANAGEMENT-SYSTEM
GILMORE, JF
ELIBIARY, KJ
FORBES, HC
IVHS JOURNAL, 1995, 2 (03): : 253 - &
[37] A fuzzy knowledge-based system for railway traffic control
Fay, A
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2000, 13 (06) : 719 - 729
[38] Knowledge-Based Multiple Relations Modeling for Traffic Forecasting
Han, Xiao
Zhang, Xinfeng
Wu, Yiling
Zhang, Zhenduo
Zhang, Tianyu
Wang, Yaowei
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (09) : 11844 - 11857
[39] Knowledge-based models for adaptive traffic management systems
Cuena, J
Hernandez, J
Molina, M
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 1995, 3 (05) : 311 - 337
[40] Cortical mechanism of knowledge-based monitoring and intention-based monitoring
Yomogida, Yukihito
Sugiura, Motoaki
Sasse, Yuko
Wakusawa, Keisuke
Sekiguchi, Atsushi
Fukushima, At
Takeuchi, Hikaru
Kawashima, Ryuta
NEUROSCIENCE RESEARCH, 2008, 61 : S118 - S118

← 1 2 3 4 5 →