R. Tiar, N. Ouadah, O. Azouaoui, M. Djehaich, H. Ziane, N. Achour
{"title":"ICP-SLAM methods implementation on a bi-steerable mobile robot","authors":"R. Tiar, N. Ouadah, O. Azouaoui, M. Djehaich, H. Ziane, N. Achour","doi":"10.1109/ECMSM.2013.6648973","DOIUrl":null,"url":null,"abstract":"Scan matching is a popular way of recovering a mobile robot's motion and constitutes the basis of many localization and mapping approaches. The work presented in this paper consists in the implementation of a SLAM method (Simultaneous Localization and Mapping) based on the Iterative Closest Points (ICP) algorithm on the Robucar, a car-like mobile robot. Two variants are considered related to the error metric minimization. These variants of ICP-SLAM have been implemented and tested on the robot for performance's comparison.","PeriodicalId":174767,"journal":{"name":"2013 IEEE 11th International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE 11th International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECMSM.2013.6648973","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
Scan matching is a popular way of recovering a mobile robot's motion and constitutes the basis of many localization and mapping approaches. The work presented in this paper consists in the implementation of a SLAM method (Simultaneous Localization and Mapping) based on the Iterative Closest Points (ICP) algorithm on the Robucar, a car-like mobile robot. Two variants are considered related to the error metric minimization. These variants of ICP-SLAM have been implemented and tested on the robot for performance's comparison.