Yalun Luo, Yurong Liao, Zhaoming Li, Ke Zhang, Haining Wang
{"title":"基于交互式多模型Cubature卡尔曼滤波的雷达目标跟踪","authors":"Yalun Luo, Yurong Liao, Zhaoming Li, Ke Zhang, Haining Wang","doi":"10.1109/icccs55155.2022.9845870","DOIUrl":null,"url":null,"abstract":"Aiming at the difficulty of model construction in the process of nonlinear maneuvering target tracking, the interactive multi-model algorithm based on CV and CT models is studied. Combined, an interactive multi-model cubature Kalman filter algorithm, which can be applied to the radar’s need for air maneuvering target tracking, is designed. The simulation results show that compared with the single model CKF and IMM-UKF, the IMM-CKF has higher tracking accuracy and stronger model adaptability, and has important engineering application value.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Radar Target Tracking Based on Interactive Multi-model Cubature Kalman Filter\",\"authors\":\"Yalun Luo, Yurong Liao, Zhaoming Li, Ke Zhang, Haining Wang\",\"doi\":\"10.1109/icccs55155.2022.9845870\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aiming at the difficulty of model construction in the process of nonlinear maneuvering target tracking, the interactive multi-model algorithm based on CV and CT models is studied. Combined, an interactive multi-model cubature Kalman filter algorithm, which can be applied to the radar’s need for air maneuvering target tracking, is designed. The simulation results show that compared with the single model CKF and IMM-UKF, the IMM-CKF has higher tracking accuracy and stronger model adaptability, and has important engineering application value.\",\"PeriodicalId\":121713,\"journal\":{\"name\":\"2022 7th International Conference on Computer and Communication Systems (ICCCS)\",\"volume\":\"81 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 7th International Conference on Computer and Communication Systems (ICCCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/icccs55155.2022.9845870\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icccs55155.2022.9845870","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Radar Target Tracking Based on Interactive Multi-model Cubature Kalman Filter
Aiming at the difficulty of model construction in the process of nonlinear maneuvering target tracking, the interactive multi-model algorithm based on CV and CT models is studied. Combined, an interactive multi-model cubature Kalman filter algorithm, which can be applied to the radar’s need for air maneuvering target tracking, is designed. The simulation results show that compared with the single model CKF and IMM-UKF, the IMM-CKF has higher tracking accuracy and stronger model adaptability, and has important engineering application value.