Study on information fusion based on wavelet neural network and evidence theory in fault diagnosis

2007 8th International Conference on Electronic Measurement and Instruments, ICEMI

Volumn , Issue , 2007, Pages 3522-3526

  Feng, Dengchao ^a   Pereira, J M Dias ^b  

^a TIANJIN UNIVERSITY   (China)

^b INSTITUTO POLITÉCNICO DE SETÚBAL   (Portugal)

Author keywords

Evidence theory; Fault diagnosis; Fuzzy; Wavelet neural network

Indexed keywords

BOOLEAN FUNCTIONS; COMPUTER NETWORKS; DATA FUSION; ELECTRIC FAULT CURRENTS; FUSION REACTIONS; IMAGE CLASSIFICATION; INFORMATION FUSION; LEARNING ALGORITHMS; SENSOR DATA FUSION;

EVIDENCE THEORY; FAULT DIAGNOSIS; FUZZY; WAVELET NEURAL NETWORK;

NEURAL NETWORKS;

EID: 51349168265     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEMI.2007.4350971     Document Type: Conference Paper

References (7)

1. Zhang Yanduo Jiang Xingwei. Multi-Sensor Information Fusion Technique and Its Application Intelligent Fault Diagnosis System, Journal of Transducer Technology. Vol.18, No.2,1998:18-20
2. Zhang Qinghua Benveniste A. Wavelet Networks, IEEE Trans on Neural Networks.Vol.3, No.6, 1992:889-898
3. Cheng, Zhengxing. Wavelet Analysis Algorithm and Application . 1st edn. Xi'an Jiaotong University Press. 2003
4. Zhang Hongying Wu Bin. Research and Prospects of Wavelet Neural Networks, Journal of Southwest China Institute of Technology.Vol. 17, No.1, 2002: 10-12
5. Dempster A P. Upper and Lower Probabilities Induced by A Multivalue Mapping, Annals of Mathematical Statistics. Vol.38,No.2,1967:325-3391
6. Yang Luqing Yu Hua. Multiple Source Information Fusion Theory and Its Applications, Beijing University of Posts and Telecommunications Press, 2006s 1-5
7. Li Ru Li Bicheng. Improved Temporal-Spatial Fusion Based on D-S Evidence Theory, Journal of Data Acquisition and Processing . Vol.20,No.2,2005:156-158