Spatial subdivision of complex indoor environments for 3D indoor navigation

Abdoulaye A. Diakité, Sisi Zlatanova

Research output: Contribution to journalArticleScientificpeer-review

52 Citations (Scopus)
52 Downloads (Pure)

Abstract

As we realize that we spend most of our time in increasingly complex indoor environments, applications to assist indoor activities (e.g. guidance) have gained a lot of attention in the recent years. The advances in ubiquitous computing made possible the development of several spatial models intending to support context-aware and fine-grained indoor navigation systems. However, the available models often rely on simplified representations (e.g. 2D plans) and ignore the indoor features (e.g. furniture), thereby missing to reflect the complexity of the indoor environment. In this paper, we introduce the Flexible Space Subdivision framework (FSS) that allows to automatically identify the spaces that can be used for indoor navigation purpose. We propose a classification of indoor objects based on their ability to autonomously change location and we define a spatial subdivision of the indoor environment based on the classified objects and their functions. The framework can consider any 3D indoor configuration, the static and dynamic activities it hosts and it enables the possibility to consider all types of locomotion (e.g. walking, flying, etc.). It relies on input 3D models with geometric, semantic and topological information and identifies a set of subspaces with dedicated properties. We assess the framework against criteria defined in previous researches and we provide an example.

Original languageEnglish
Pages (from-to)213-235
JournalInternational Journal of Geographical Information Science (online)
Volume32
Issue number2
DOIs
Publication statusPublished - 2018

Keywords

  • 3D indoor navigation
  • 3D subdivision
  • BIM
  • fine-grained
  • IndoorGML
  • subspaces

Fingerprint

Dive into the research topics of 'Spatial subdivision of complex indoor environments for 3D indoor navigation'. Together they form a unique fingerprint.

Cite this