Title :
High range resolution MMW radar target recognition approaches with application
Author :
He, Songhua ; Zhang, Wenfeng ; Guo, Guirong
Author_Institution :
ATR Lab., Nat. Univ. of Defense Tech., Hunan, China
Abstract :
In our work summarized in this paper, a systematic study is performed about theoretical approaches and techniques for high resolution radar target recognition in guidance application. The method of Doppler compensation for moving target discrimination and the method of rule-based pattern recognition for vehicle-sized target identification are firstly introduced. Then the pattern recognition approach based on adaptive matched-filters is studied for target recognition when the radial length of target range profile is not long enough. Finally, the experimental results of recognition of tank target are given
Keywords :
Doppler effect; adaptive filters; compensation; knowledge based systems; military computing; military equipment; millimetre wave devices; probability; radar target recognition; Doppler compensation; MMW radar target recognition; adaptive matched-filters; guidance application; high resolution radar target recognition; moving target discrimination; pattern recognition; radial length; rule-based pattern recognition; tank target; target range profile; vehicle-sized target identification; Doppler radar; Helium; Matched filters; Navigation; Pattern recognition; Radar applications; Radar theory; Scattering; Shape; Target recognition;
Conference_Titel :
Aerospace and Electronics Conference, 1996. NAECON 1996., Proceedings of the IEEE 1996 National
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-3306-3
DOI :
10.1109/NAECON.1996.517639
