DocumentCode :
1584774
Title :
Study of Detection Technique Simulation of High Resolution Radar Based on BP Neural Network
Author :
Hou Xuan ; He Mingyi
Author_Institution :
Northwestern Polytech. Univ., Xian
Volume :
1
fYear :
2007
Firstpage :
426
Lastpage :
430
Abstract :
Technology applying neural network to detection of high resolution radar is advised. Firstly, it analyses the principle of detection technique of high resolution radar and the conception of "distance corridor". Secondly, it introduces the basal principle of BP algorithm. The principle and structure of three layers BP neural network is analysed. Thirdly, the detection technology and algorithm of high resolution radar based on BP neural network is researched. The result of research of target detection technology based on BP neural network possesses superperformance, which is in view of four distance corridor and ten distance corridor, which are the neural network that possesses four input neurons and ten input neurons. At last, the research is carried out by Matlab, the result are visible and understandable.
Keywords :
neural nets; object detection; radar detection; BP neural network; Four Distance Corridor; Ten Distance Corridor; high resolution radar detection; target detection technology; Clutter; Image resolution; Neural networks; Neurons; Object detection; Radar detection; Radar imaging; Radar scattering; Shape; Signal resolution; BP; Error Back Proragation Algorithm; High Resolution Radar; Neural Network; One Dimensional Range Image; Targets Detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
Type :
conf
DOI :
10.1109/ICNC.2007.684
Filename :
4344227
Link To Document :
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