Database Of Simulated Inverse Synthetic Aperture Radar Images For Short Range Automotive Radar

被引:0
作者
Pandey, Neeraj [1 ]
Duggal, Gaurav [1 ]
Ram, Shobha Sundar [1 ]
机构
[1] Indraprastha Inst Informat Technol Delhi, New Delhi 110020, India
来源
2020 IEEE INTERNATIONAL RADAR CONFERENCE (RADAR) | 2020年
关键词
automotive radar; ISAR; open source database; short range radar; SAR ATR; ISAR;
D O I
10.1109/radar42522.2020.9114780
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
Inverse synthetic aperture radar (ISAR) images of dynamic targets have been used for automatic target recognition purposes. Limited experimental data of ISAR images of automotive targets are currently available to the radar community. In this paper, we propose an electromagnetic simulation model for generating ISAR images of dynamic automotive targets for a short-range automotive radar. Further, we provide an open-source database of approximately 750 ISAR images for each of five common automotive targets - two cars, truck, bicycle, and auto-rickshaw. Our results show that ISAR images provide useful insights regarding the dimensions of the vehicles, the number of wheels and the orientation of the vehicle along its trajectory with respect to the radar.
引用
收藏
页码:238 / 243
页数:6
相关论文
共 26 条
[1]  
[Anonymous], 2002, RADAR CROSS SECTION
[2]  
[Anonymous], 2014, Inverse Synthetic Aperture Radar Imaging
[3]  
[Anonymous], 2012, Inverse Synthetic Aperture Radar With MATLAB Algorithms
[4]  
[Anonymous], 2008, 2008 3 INT C INF COM
[5]   Three Decades of Driver Assistance Systems Review and Future Perspectives [J].
Bengler, Klaus ;
Dietmayer, Klaus ;
Faerber, Berthold ;
Maurer, Markus ;
Stiller, Christoph ;
Winner, Hermann .
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2014, 6 (04) :6-22
[6]   Bounding SAR ATR performance based on model similarity [J].
Boshra, M ;
Bhanu, B .
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY VI, 1999, 3721 :716-729
[7]  
Brenner AR, 2003, INT GEOSCI REMOTE SE, P533
[8]  
Calkins H, 2017, J ARRYTHM, V33, P369, DOI 10.1016/j.joa.2017.08.001
[9]   Terahertz inverse synthetic aperture radar (ISAR) imaging with a quantum cascade laser transmitter [J].
Danylov, Andriy A. ;
Goyette, Thomas M. ;
Waldman, Jerry ;
Coulombe, Michael J. ;
Gatesman, Andrew J. ;
Giles, Robert H. ;
Qian, Xifeng ;
Chandrayan, Neelima ;
Vangala, Shivashankar ;
Termkoa, Krongtip ;
Goodhue, William D. ;
Nixon, William E. .
OPTICS EXPRESS, 2010, 18 (15) :16264-16272
[10]  
Duggal G., 2019, 2019 IEEE RADAR C RA, P1