DocumentCode
2748818
Title
A new neural network classifier and its application to intelligent target detection
Author
Xiaoyan, Ma ; Chunxia, Li ; Jiangmin, Qin ; Yusheng, Zhu
Author_Institution
Dept. of Inf. Eng., Wuhan Radar Acad., China
Volume
3
fYear
2000
fDate
2000
Firstpage
1589
Abstract
The typical four-layer forward fuzzy neural network (FNN) is modified, and a two-dimension input, five-layer FNN classifier with the analysis layer included is proposed and used for intelligent target detection. The application of this new detection approach to both the simulation data and the real data shows its advantages of simple structure, fast speed and high recognition rate
Keywords
feedforward neural nets; fuzzy neural nets; pattern classification; target tracking; feedforward neural network; fuzzy neural network; intelligent target detection; pattern classification; Clutter; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Intelligent networks; Neural networks; Neurons; Object detection; Radar detection; Signal detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-5747-7
Type
conf
DOI
10.1109/ICOSP.2000.893404
Filename
893404
Link To Document