DocumentCode
3359620
Title
Visual effects based feature extraction for dynamic radar target echo series
Author
Zhang, Jing ; Song, Rui ; Yu, Wenxian ; Xia, Shengping ; Hu, Weidong
Author_Institution
State Lab. of Autom. Target Recognition, Nat. Univ. of Defense Technol., Changsha, China
Volume
3
fYear
2004
fDate
31 Aug.-4 Sept. 2004
Firstpage
2111
Abstract
Feature extraction is of great importance in radar target recognition. The extraction of effective and reliable features is fundamental and critical for the construction of target recognition systems. It is difficult to build target scattering models rigorously for regular low-resolution radars abiding by electromagnetic theories. Based on the observation and analysis on a large number of real-life data, and taking the thinking process and the description method of radar operators for reference, a set of feature extraction methods basing on visual effects for dynamic radar target echo series have been introduced. The application of these methods in multiple radar target recognition projects has testified their effectiveness and robustness.
Keywords
feature extraction; radar cross-sections; radar resolution; dynamic radar target echo series; feature extraction; radar target recognition; target scattering model; visual effect; wave notch; Data mining; Electromagnetic modeling; Electromagnetic scattering; Feature extraction; Radar applications; Radar scattering; Radar theory; Target recognition; Testing; Visual effects;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN
0-7803-8406-7
Type
conf
DOI
10.1109/ICOSP.2004.1442192
Filename
1442192
Link To Document