کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1717698 | 1520086 | 2016 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A POMDP approach for scheduling the usage of airborne electronic countermeasures in air operations
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی هوافضا
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper considers the usage of airborne electronic countermeasures (ECM) to protect the aircraft from being detected and targeted by hostile multifunction radar, and an approach for scheduling the usage of ECM based on partially observable Markov decision process (POMDP) is presented. This POMDP-based approach combines the outputs of electronic support measure (ESM) with the control strategies of ECM, and lets the hostile radar stay in the search state most often. The components of the POMDP tailored to scheduling the usage of ECM are specified, and the solution to POMDP, i.e., the policy is obtained to describe the optimal behavior of the ECM. The performance of the proposed approach is evaluated with simulation techniques, and the simulation results indicate that this approach performs better than the existing ones, which are treated as special policies in the paper.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Aerospace Science and Technology - Volume 48, January 2016, Pages 86-93
Journal: Aerospace Science and Technology - Volume 48, January 2016, Pages 86-93
نویسندگان
Haifang Song, Mingqing Xiao, Jiyang Xiao, Yajun Liang, Zhao Yang,