Indoor routing on logical network using space semantics

Liu Liu, Sisi Zlatanova, Bofeng Li, Peter van Oosterom, Hua Liu, Jack Barton

    Research output: Contribution to journalArticleScientificpeer-review

    2 Citations (Scopus)
    79 Downloads (Pure)

    Abstract

    An indoor logical network qualitatively represents abstract relationships between indoor spaces, and it can be used for path computation. In this paper, we concentrate on the logical network that does not have notions for metrics. Instead, it relies on the semantics and properties of indoor spaces. A navigation path can be computed by deriving parameters from these semantics and minimizing them in routing algorithms. Although previous studies have adopted semantic approaches to build logical networks, routing methods are seldom elaborated. The main issue with such networks is to derive criteria for path computation using the semantics of spaces. Here, we present a routing mechanism that is based on a dedicated space classification and a set of routing criteria. The space classification reflects characteristics of spaces that are important for navigation, such as horizontal and vertical directions, doors and windows, etc. Six routing criteria are introduced, and they involve: (1) the spaces with the preferred semantics; and/or (2) their centrality in the logical network. Each criterion is encoded as the weights to the nodes or edges of the logical network by considering the semantics of spaces. Logical paths are derived by a traditional shortest-path algorithm that minimizes these weights. Depending on the building’s interior configuration, one criterion may result in several logical paths. Therefore, we introduce a priority ordering of criteria to support path selection and decrease the possible number of logical paths. We provide a proof-of-concept implementation for several buildings to demonstrate the usability of such a routing. The main benefit of this routing method is that it does not need geometric information to compute a path. The logical network can be created using verbal descriptions only, and this routing method can be applied to indoor spaces derived from any building subdivision.

    Original languageEnglish
    Article number126
    Number of pages23
    JournalISPRS International Journal of Geo-Information
    Volume8
    Issue number3
    DOIs
    Publication statusPublished - 2019

    Keywords

    • Indoor navigation
    • Indoor routing
    • Indoor space semantics
    • Logical network

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