Abstract:Multisensor data fusion using Derapster-Shafer evidential reasoning is based on information s independence, but it is not true in many practical situations. This paper describes a multisensor data fusion method based on Dempster-Shafer evidential reasoning, and also gives a generalized Dempster-Shafer theory of evidence which is efficient in dealing with dependent, information. A test is tried out for object assortment based on the fusion of information from force and thermal sensors of the robot.
罗志增; 叶明. 用证据理论实现相关信息的融合[J]. 电子与信息学报, 2001, 23(10): 970-974 .
Luo Zhizeng; Ye Ming . FUSION OF DEPENDENCY INFORMATION USING DEMPSTER-SHAFER EVIDENTIAL REASONING. , 2001, 23(10): 970-974 .