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
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;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893404
