Title :
Classification of Electromagnetic Targets Based on Vague Clustering
Author :
Xu, Jinhua ; Liu, Guangbin
Author_Institution :
High-tech Inst. of Hongqing Town, Xi´´an, China
Abstract :
For evaluating the electromagnetic situation effectively, it is very necessary to research a clustering method for classifying electromagnetic targets. Firstly, a new similarity measure method of vague set based on the median membership and imprecision membership is proposed, which can take the whole evidences information and imprecision information into consideration together. Secondly, a new vague clustering method is present by utilizing the knowledge and experience of domain experts, which can scan the structured Boolean matrices row by row, so it can realize the clustering classification easily. Thirdly, choosing five electromagnetic targets in a certain electromagnetic environment, and adopting the vague clustering method put forward above for classification, the calculation results has shown the feasibility of electromagnetic targets classification based on the proposed vague clustering.
Keywords :
Boolean algebra; electromagnetic waves; electromagnetic target classification; imprecision membership; median membership; structured Boolean matrix; vague clustering method; Cities and towns; Clustering methods; Computer science; Electromagnetic analysis; Electromagnetic measurements; Electromagnetic radiation; Electronic mail; Fuzzy set theory; Information technology; Uncertainty; clustering analysis; electromagnetic target; membership; similarity measure; vague set;
Conference_Titel :
Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
Conference_Location :
Kiev
Print_ISBN :
978-0-7695-3688-0
DOI :
10.1109/ITCS.2009.235