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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
    • Shantou University

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

    9 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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