An UAV Capability Evaluation Method based on Differential Entropy Weighting
In the aspect of evaluating UAV performance,in order to improve the disadvantages,such as strong subjectivity from the experts,too sensitive to data,the UAV capability modeling is proposed.It not only shields the heterogeneity and resource diversity of UAV from the upper layer,but also retains the important characteristics of UAV,which can present the UAV's capability to support the design of upper layer model and algorithm,and reduce the prior workload of the upper-level research and promote the development of related research.Furthermore,the differential entropy weighting method based on UAV capability is also proposed to evaluate the capabilities and comprehensive performance of UAV effectively.This method determines relative weight of each feature according to the feature vector corresponding to the maximum eigenvalue of the judgment matrix,and the final evaluation result is obtained through weighted calculation.Experimental results show that the method overcomes subjective bias from experts and increases the horizontal comparison among indicators to improve the stability of calculation.
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