Algorithm for Target Recognition Based on Interval-Valued Intuitionistic Fuzzy Sets with Grey Correlation
المؤلفون المشاركون
Huang, Xuan
Li, Jiang
Yu, Yang
Guo, Lihong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-9، 9ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-05-17
دولة النشر
مصر
عدد الصفحات
9
التخصصات الرئيسية
الملخص EN
In order to improve exact recognition ratios for aerial targets, this paper presents a novel algorithm for target recognition based on interval-valued intuitionistic fuzzy sets with grey correlation.
Drawbacks of some previously proposed methods are analyzed, and then a novel algorithm is presented.
Recognition matrix of an aerial target is established first.
Every entry associated with the matrix is an interval-valued intuitionistic fuzzy number, which is composed of interval-valued membership and nonmembership, representing the relation of the target to one category in terms of one characteristic parameter.
Then grey correlation theory is used to analyze the recognition matrix to obtain the grey correlation degree of this unknown target to every category.
200 sets of target recognition data are used to compare the proposed algorithm with traditional methods.
Experimental results verify that the correct recognition ratio can be up to 99.5% that satisfies the expectations, which shows the proposed algorithm can solve the target recognition problems better.
The proposed algorithm can be used to solve the uncertain inference problems, such as target recognition, threat assessment, and decision making.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Huang, Xuan& Guo, Lihong& Li, Jiang& Yu, Yang. 2016. Algorithm for Target Recognition Based on Interval-Valued Intuitionistic Fuzzy Sets with Grey Correlation. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1112021
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Huang, Xuan…[et al.]. Algorithm for Target Recognition Based on Interval-Valued Intuitionistic Fuzzy Sets with Grey Correlation. Mathematical Problems in Engineering No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1112021
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Huang, Xuan& Guo, Lihong& Li, Jiang& Yu, Yang. Algorithm for Target Recognition Based on Interval-Valued Intuitionistic Fuzzy Sets with Grey Correlation. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1112021
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1112021
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر