Title :
A Novel Target Recognition Method Based on Neural Network and Gray Correlation
Author :
Xin, Guan ; Xiao, Yi ; You, He
Author_Institution :
Res. Inst. of Inf. Fusion, Nanjing Aeronaut. Eng. Inst., Yantai
Abstract :
In order to solve target recognition problems, D-S reasoning method based on information fusion is applied. The key problem to D-S reasoning is basic probability assignment function, so the algorithm implementation of D-S reasoning is a serious problem. For the special traits of target recognition, a new method of constructing basic probability assignment function based on neural network and gray correlation analysis is presented. Examples of recognizing the radar emitter purpose have been selected to demonstrate the new method. Experimental results show that this information fusion method is accurate and effective
Keywords :
inference mechanisms; neural nets; pattern recognition; radar computing; D-S reasoning method; gray correlation analysis; information fusion method; neural network; probability assignment function; radar emitter purpose; target recognition method; Aerospace engineering; Electronic mail; Helium; Neural networks; Parallel processing; Pattern recognition; Probability distribution; Radar; Target recognition; Upper bound;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.346036
