TY - JOUR
T1 - A Quantitative Analysis of Electromagnetic Simulation Model Credibility
AU - Du, Wei
AU - Zhang, Chuan
AU - Fang, Ning
AU - Li, Bowen
AU - Xie, Yongjun
N1 - Publisher Copyright:
© 2002-2011 IEEE.
PY - 2019/1
Y1 - 2019/1
N2 - The evaluation of an electromagnetic simulation model plays a key role in the field of computational electromagnetics. However, the current validation methods cannot provide quantitative validation results when the simulation model is used to a specific target; therefore, a quantitative analysis needs to be done carefully for a model's credibility. This letter proposes an approach for solving this problem that infers the model's credibility from the calculation results for certain benchmark targets that cover the characteristics of a specific target. Because this inference process has uncertain performance, we introduce an uncertainty reasoning theory to analyze the credibility. A method for the quantitative analysis of an electromagnetic simulation model is created that contains five credibility evaluation factors and constructs two inference rules. Based on this method, the Dempster-Shafer evidence combination rule is used to synthesize integrated belief intervals. Two examples are given to show the feasibility and effectiveness of the proposed approach.
AB - The evaluation of an electromagnetic simulation model plays a key role in the field of computational electromagnetics. However, the current validation methods cannot provide quantitative validation results when the simulation model is used to a specific target; therefore, a quantitative analysis needs to be done carefully for a model's credibility. This letter proposes an approach for solving this problem that infers the model's credibility from the calculation results for certain benchmark targets that cover the characteristics of a specific target. Because this inference process has uncertain performance, we introduce an uncertainty reasoning theory to analyze the credibility. A method for the quantitative analysis of an electromagnetic simulation model is created that contains five credibility evaluation factors and constructs two inference rules. Based on this method, the Dempster-Shafer evidence combination rule is used to synthesize integrated belief intervals. Two examples are given to show the feasibility and effectiveness of the proposed approach.
KW - Computational electromagnetic
KW - Dempster-Shafer (D-S) evidence theory
KW - credibility quantitative analysis
UR - https://www.scopus.com/pages/publications/85056357792
U2 - 10.1109/LAWP.2018.2879799
DO - 10.1109/LAWP.2018.2879799
M3 - 文章
AN - SCOPUS:85056357792
SN - 1536-1225
VL - 18
SP - 34
EP - 38
JO - IEEE Antennas and Wireless Propagation Letters
JF - IEEE Antennas and Wireless Propagation Letters
IS - 1
M1 - 8525279
ER -