Aerial target recognition method based on improved sensor credibility
Zhiyuan Chen, Di Shen, Fuping Yu, Yaojun Ren, Xinyu Xu, Honghong Zhang · Sixth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2021) · 2022
In order to achieve reliable aerial target recognition under complex situation, an aerial target recognition method based on improved sensor credibility was proposed. Firstly, the basic theories of evidence theory and intuitionistic fuzzy sets are introduced. Then, intuitionistic fuzzy entropy is used to correct and fuse the evidence information. Then, on the basis of measuring the weight of sensors with the degree of evidence conflict, a sensor weight determination method based on index allocation was proposed, and the two methods were combined to correct and fuse the evidence information. Finally, an example is given to verify the rationality and reliability of the proposed method.