基于ANFIS的复杂目标环境认知相控阵雷达资源调度

Ren Mingqiu, Wang Bingqie, Leng Yi
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引用次数: 0

摘要

提出了一种基于目标优先级评估的多功能雷达资源调度方法,为复杂目标环境下雷达任务序列的分析和设计提供了理论依据。根据相控阵雷达的工作模式和任务,建立了基于ANFIS的资源调度模型,该模型对数量、几何中心位置和偏振特性等因素进行预处理,得到了雷达调度任务的重要性排序。设计了多功能雷达调度流程图,利用ANFIS可以提供不同目标环境下的模糊推理结果。与传统的调度方法相比,所提出的模型大大提高了相控阵雷达调度的有效性,使雷达任务资源管理更加方便、高效。
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Phased Array Radar Resources Scheduling Based on Complex Target Environment Cognition using ANFIS
This paper presents a novel resources scheduling method for multi-function radar based on target priority assessment which is useful to analyze and design the radar task sequence in complex target environment. According to the work mode and task of the phased array radar, a resource scheduling model using ANFIS was established which preprocess the factors of amount, position of geometry centre and polarimetric characteristics and et al to obtain the task importance ordering of radar scheduler. The multi-function radar scheduling flowchart was designed which can provide the fuzzy-reasoning results of different target environment using ANFIS. The proposed model can greatly improve the effectiveness of the phased array radar scheduler compared with the traditional methods and make the radar task resources management more convenient and highly efficient.
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