{"title":"自主移动机器人室内定位与地图构建","authors":"Mingming Lou, Pengwei Yu, Yao Yao, Lei Zhang","doi":"10.1109/ICAM.2016.7813623","DOIUrl":null,"url":null,"abstract":"The purpose of this paper is to develop both of high accuracy positioning and map building for an autonomous mobile robot working in indoor environment. A time difference of arrival (TDOA) hyperbola locating method based on ultra-wideband technology and Taylor series expansion algorithm has been proposed to reduce the indoor positioning error. A straight line matching method is raised to process the real-time laser scanned data. The parameters of matching conditions and state matrix under different motion state are deduced to improve the accuracy of line feature matching. The ultra-wideband technology with TDOA locating method and Taylor expansion algorithm proved to be accurate in determining the location and position. The map building combined with the proposed feature line matching has the potential to meet the demand for robot navigation, exploration and cognition.","PeriodicalId":179100,"journal":{"name":"2016 International Conference on Integrated Circuits and Microsystems (ICICM)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Indoor localization and map building for autonomous mobile robot\",\"authors\":\"Mingming Lou, Pengwei Yu, Yao Yao, Lei Zhang\",\"doi\":\"10.1109/ICAM.2016.7813623\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this paper is to develop both of high accuracy positioning and map building for an autonomous mobile robot working in indoor environment. A time difference of arrival (TDOA) hyperbola locating method based on ultra-wideband technology and Taylor series expansion algorithm has been proposed to reduce the indoor positioning error. A straight line matching method is raised to process the real-time laser scanned data. The parameters of matching conditions and state matrix under different motion state are deduced to improve the accuracy of line feature matching. The ultra-wideband technology with TDOA locating method and Taylor expansion algorithm proved to be accurate in determining the location and position. The map building combined with the proposed feature line matching has the potential to meet the demand for robot navigation, exploration and cognition.\",\"PeriodicalId\":179100,\"journal\":{\"name\":\"2016 International Conference on Integrated Circuits and Microsystems (ICICM)\",\"volume\":\"64 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Conference on Integrated Circuits and Microsystems (ICICM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAM.2016.7813623\",\"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 International Conference on Integrated Circuits and Microsystems (ICICM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAM.2016.7813623","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Indoor localization and map building for autonomous mobile robot
The purpose of this paper is to develop both of high accuracy positioning and map building for an autonomous mobile robot working in indoor environment. A time difference of arrival (TDOA) hyperbola locating method based on ultra-wideband technology and Taylor series expansion algorithm has been proposed to reduce the indoor positioning error. A straight line matching method is raised to process the real-time laser scanned data. The parameters of matching conditions and state matrix under different motion state are deduced to improve the accuracy of line feature matching. The ultra-wideband technology with TDOA locating method and Taylor expansion algorithm proved to be accurate in determining the location and position. The map building combined with the proposed feature line matching has the potential to meet the demand for robot navigation, exploration and cognition.