{"title":"基于IMU阵列的近磁场单偶极子定位方法","authors":"Kuan-Chun Sun, Sheng-Wen Lo, Jwusheng Hu","doi":"10.1109/ARSO.2016.7736273","DOIUrl":null,"url":null,"abstract":"This study aims to find an efficient 3D localization method related to a single dipole landmark in near magnetic field using IMU (Inertial Measurement Unit) array. We derive a novel algorithm that can avoid dealing with high order nonlinearity and singularity of distance in denominator in a mathematical dipole model by using a designed structure array to approach the gradient tensor. Moreover, we apply a state constrained Kalman filter for solving an underdetermined problem and estimating the rotation matrix between sensor and landmark simultaneously. The simulation analysis and experiment result show the effectiveness of the proposed algorithm in estimating the 3D position from a single dipole magnetic landmark.","PeriodicalId":403924,"journal":{"name":"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A single dipole-based localization method in near magnetic field using IMU array\",\"authors\":\"Kuan-Chun Sun, Sheng-Wen Lo, Jwusheng Hu\",\"doi\":\"10.1109/ARSO.2016.7736273\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study aims to find an efficient 3D localization method related to a single dipole landmark in near magnetic field using IMU (Inertial Measurement Unit) array. We derive a novel algorithm that can avoid dealing with high order nonlinearity and singularity of distance in denominator in a mathematical dipole model by using a designed structure array to approach the gradient tensor. Moreover, we apply a state constrained Kalman filter for solving an underdetermined problem and estimating the rotation matrix between sensor and landmark simultaneously. The simulation analysis and experiment result show the effectiveness of the proposed algorithm in estimating the 3D position from a single dipole magnetic landmark.\",\"PeriodicalId\":403924,\"journal\":{\"name\":\"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)\",\"volume\":\"75 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-07-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ARSO.2016.7736273\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ARSO.2016.7736273","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A single dipole-based localization method in near magnetic field using IMU array
This study aims to find an efficient 3D localization method related to a single dipole landmark in near magnetic field using IMU (Inertial Measurement Unit) array. We derive a novel algorithm that can avoid dealing with high order nonlinearity and singularity of distance in denominator in a mathematical dipole model by using a designed structure array to approach the gradient tensor. Moreover, we apply a state constrained Kalman filter for solving an underdetermined problem and estimating the rotation matrix between sensor and landmark simultaneously. The simulation analysis and experiment result show the effectiveness of the proposed algorithm in estimating the 3D position from a single dipole magnetic landmark.