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A task scheduling algorithm for phased-array radar based on dynamic three-way decision

  • Bo Li
  • , Linyu Tian
  • , Daqing Chen
  • , Yue Han
  • Northwestern Polytechnical University Xian
  • London South Bank University

科研成果: 期刊稿件文章同行评审

11 引用 (Scopus)

摘要

The time resource management of phased-array radars is the key to fulfilling their performance, such as how phased-array radar can efficiently and reasonably schedule tasks under limited resources. Therefore, this paper proposes a task scheduling algorithm for phased-array radar based on dynamic three-way decision. The algorithm introduces three-way decision into the scheduling algorithm and divides the target into three threat areas according to the threat degree (i.e., threat area, nonthreat area, and potential threat area). Different threat domains are assigned different weights and combine the working mode and the task deadline to carry out comprehensive priority planning, so that the radar can reasonably allocate time according to the difference of the target threat level and the threat area in the tracking stage. In addition, an improved adaptive threshold algorithm is proposed to obtain a dynamic three-way decision to achieve the adaptation of the algorithm. A set of performance indicators have been defined to evaluate the algorithm. The relevant experiments have demonstrated that the proposed algorithm can effectively improve the processing capability of phased-array radars when dealing with high-threat targets.

源语言英语
文章编号153
期刊Sensors
20
1
DOI
出版状态已出版 - 1月 2020

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