Low-complexity offline and online strategies for Wi-Fi fingerprinting indoor positioning systems

02 Pubblicazione su volume
Caso Giuseppe, DE NARDIS Luca, DI BENEDETTO Maria Gabriella

Indoor localization of wireless mobile devices, also referred to as indoor positioning, is nowadays an intensively investigated research topic, toward the extension of outdoor location-based services to indoor environments. Among the available communication technologies and infrastructures, Wi-Fi appears as an excellent localization support, since it is largely widespread in indoor environments, implying low implementation time and costs; in turn, fingerprinting is one of the most investigated techniques for the implementation of Wi-Fi indoor positioning systems (IPSs). This chapter analyzes and discusses the trade-off between accuracy and complexity, within offline and online phases of Wi-Fi fingerprinting IPSs. The main goal is to identify and derive low-complexity strategies, leading to a simple system implementation, while preserving the achievable positioning accuracy.

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