An Improved Algorithm to Generate a Wi-Fi Fingerprint Database for Indoor Positioning

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Provided by: University of New South Wales
Topic: Data Management
Format: PDF
The major problem of Wi-Fi fingerprint-based positioning technology is the signal strength fingerprint database creation and maintenance. The significant temporal variation of Received Signal Strength (RSS) is the main factor responsible for the positioning error. A probabilistic approach can be used, but the RSS distribution is required. The Gaussian distribution or an empirically-derived distribution (histogram) is typically used. However, these distributions are either not always correct or require a large amount of data for each reference point.
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