USING RANGE PROFILES AS FEATURE VECTORS TO IDENTIFY AEROSPACE OBJECTS

被引:220
作者
LI, HJ [1 ]
YANG, SH [1 ]
机构
[1] UNIV MARYLAND,DEPT ELECT ENGN,COLL PK,MD 20742
关键词
D O I
10.1109/8.233138
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 we use range profiles as the feature vectors for data representation, and establish a decision rule based on the matching scores to identify aerospace objects. Reasons of choosing range profiles as the feature vectors are explained, and criteria to determine aspect increments for building the data base are proposed. Typical experimental examples of the matching scores and recognition rates are provided and discussed. The results demonstrated can be used for comparison with other identification methods.
引用
收藏
页码:261 / 268
页数:8
相关论文
共 15 条
[1]   RADAR TARGET DISCRIMINATION BY CONVOLUTION OF RADAR RETURN WITH EXTINCTION-PULSES AND SINGLE-MODE EXTRACTION SIGNALS. [J].
Chen, Kun-Mu ;
Nyquist, Dennis P. ;
Rothwell, Edward J. ;
Webb, Lance L. ;
Drachman, Byron .
IEEE Transactions on Antennas and Propagation, 1986, AP-34 (07) :896-904
[2]   NATURAL RESONANCES OF RADAR TARGETS VIA PRONYS METHOD AND TARGET DISCRIMINATION [J].
CHUANG, CW ;
MOFFATT, DL .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1976, 12 (05) :583-589
[4]   PROSPECTS FOR 3-DIMENSIONAL PROJECTIVE AND TOMOGRAPHIC IMAGING RADAR NETWORKS [J].
FARHAT, NH ;
WERNER, CL ;
CHU, TH .
RADIO SCIENCE, 1984, 19 (05) :1347-1355
[5]   LEARNED CLASSIFICATION OF SONAR TARGETS USING A MASSIVELY PARALLEL NETWORK [J].
GORMAN, RP ;
SEJNOWSKI, TJ .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (07) :1135-1140
[6]  
Li H. J., 1990, IMAGING SYSTEM TECHN, V2, P37, DOI DOI 10.1002/ima.1850020105
[7]   IMAGE UNDERSTANDING AND INTERPRETATION IN MICROWAVE DIVERSITY IMAGING [J].
LI, HJ ;
FARHAT, NH ;
SHEN, YS ;
WERNER, CL .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1989, 37 (08) :1048-1057
[8]  
LI HJ, 1990, J ELECTROMAGNET WAVE, V4, P415
[9]  
LI HJ, 1990, INT J IMAGING SYSTEM, V2, P219
[10]   DETECTION AND DISCRIMINATION OF RADAR TARGETS [J].
MOFFATT, DL ;
MAINS, RK .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1975, AP23 (03) :358-367