3D mapping of multi-floor buildings based on sensor fusion

Zhun Fan, Chong Li, Yupeng Wang, Lei Zhao, Li Yao, Guijie Zhu, Zhongxing Li, Honghui Xie, Yang Xiao

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

6 Citations (Scopus)

Abstract

In this paper, we design a highly accurate method for 3D mapping of multi-floor buildings. The basic idea is to combine the laser range sensor for metric mapping and barometric pressure sensor for detecting floor transition and kinect sensor for collection 3D environment information. Meanwhile, we adopt the Monte Carlo localization in 2D map to improve the accuracy of the localization. Finally, the barometric pressure is used to merge the 3D map of the multi-floor buildings. By using the information collected by a real robot in a typical multi-floor environment, the method is tested and compared with some other approaches, the results show that the method is efficient and has a better result in 3D mapping of multi-floor buildings.

Original languageEnglish
Title of host publicationProceedings - 2017 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration, ICIICII 2017
EditorsPan Wang, Lida Xu, Zhun Fan
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages10-15
Number of pages6
ISBN (Electronic)9781538624340
DOIs
Publication statusPublished - 2 Jul 2017
Event3rd International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration, ICIICII 2017 - Wuhan, Hubei, China
Duration: 2 Dec 20173 Dec 2017

Publication series

NameProceedings - 2017 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration, ICIICII 2017
Volume2017-December

Conference

Conference3rd International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration, ICIICII 2017
Country/TerritoryChina
CityWuhan, Hubei
Period2/12/173/12/17

Keywords

  • barometric pressure
  • kinect
  • Monte Carlo Localization
  • multi-floor buildings
  • visual odometry

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