Title :
Research of the Reliability Coefficient in Information Fusion
Author :
Fei, Xia ; Hao, Zhang ; Daogang, Peng ; Hui, Li ; Longhu, Xu ; Yang Ling
Author_Institution :
Sch. of Electr. & Autom. Eng., Shanghai Univ. of Electr. Power, Shanghai, China
Abstract :
The high quality of the information source can improve the accuracy of target recognition when data is fused via multi-information sources. In this paper, it proposes a new method to determine the reliability coefficient of the information source by information criterion. With calculating the reliabilities of information sources, the more reliable source would be used in the combination process to improve the recognition rate. The experiment results prove that the better results will be obtained with the reliability coefficient to choose the source in information fusion.
Keywords :
object detection; sensor fusion; information fusion; multi-information sources; reliability coefficient; target recognition; Area measurement; Data engineering; Fault diagnosis; Large-scale systems; Power engineering and energy; Probability distribution; Reliability engineering; Reliability theory; Signal processing; Target recognition; informaion source; information fusion; reliability coefficient; target recognition;
Conference_Titel :
Signal Acquisition and Processing, 2009. ICSAP 2009. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-3594-4
DOI :
10.1109/ICSAP.2009.26
