{"title":"A Hybrid Genetic Algorithm for Robot Automatic Tuning of Microwave Filters","authors":"Yan Zhang, Huan Meng, Ke-Li Wu","doi":"10.1109/IWS49314.2020.9360070","DOIUrl":null,"url":null,"abstract":"When using the extracted coupling matrix for tuning, the template matrix needs to be carefully generated to satisfy all the specifications, to accommodate all the parasitic couplings, and to be within the tuning range of each tuning screw. To obtain this coupling matrix with optimization, lots of local minima are encountered due to the complexity of the problem. A hybrid genetic algorithm is introduced to pull the optimization process out of the local minimum and finally converge to the global minimum. A good result is observed for a filter designated for 5G application.","PeriodicalId":301959,"journal":{"name":"2020 IEEE MTT-S International Wireless Symposium (IWS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE MTT-S International Wireless Symposium (IWS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWS49314.2020.9360070","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
When using the extracted coupling matrix for tuning, the template matrix needs to be carefully generated to satisfy all the specifications, to accommodate all the parasitic couplings, and to be within the tuning range of each tuning screw. To obtain this coupling matrix with optimization, lots of local minima are encountered due to the complexity of the problem. A hybrid genetic algorithm is introduced to pull the optimization process out of the local minimum and finally converge to the global minimum. A good result is observed for a filter designated for 5G application.