• Title/Summary/Keyword: radio map update

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Graph-based Wi-Fi Radio Map Construction and Update Method (그래프 기반 Wi-Fi 신호 지도 구축 및 갱신 기법)

  • Yu, Subin;Choi, Wonik
    • Journal of KIISE
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    • v.44 no.6
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    • pp.643-648
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    • 2017
  • Among Wi-Fi based indoor positioning systems, fingerprinting localization is the most common technique with high precision. However, construction of the initial radio map and the update process require considerable labor and time effort. To address this problem, we propose an efficient method that constructs the initial radio map at each vertex based on a graph. In addition, we introduce a method to update the radio map automatically by mapping signal data acquired from users to the reference point created on each edge. Since the proposed method collects signal data manually only at the vertex of the graph to build the initial radio map and updates it automatically, our proposed method can dramatically reduce labor and time effort, which are the disadvantages of the conventional fingerprinting method. In our experimental study, we show validity of our radio map update method by comparing with the actual reference point data. We also show that our proposed method is able to construct the radio map with an accuracy of about 3.5m by automatically updating the radio map.