{"title":"Phased Array Radar Resources Scheduling Based on Complex Target Environment Cognition using ANFIS","authors":"Ren Mingqiu, Wang Bingqie, Leng Yi","doi":"10.1109/ICIASE45644.2019.9074150","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":206741,"journal":{"name":"2019 IEEE International Conference of Intelligent Applied Systems on Engineering (ICIASE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Conference of Intelligent Applied Systems on Engineering (ICIASE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIASE45644.2019.9074150","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
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.