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WIPS: the WiSARD Indoor Positioning System

Contributo in Atti di convegno
Data di Pubblicazione:
2013
Abstract:
In this paper, we present a WiSARD-based system facing the problem of Indoor Positioning (IP) by taking advantage of pervasively available infrastructures (WiFi Access Points - AP). The goal is to develop a system to be used to position users in indoor environments, such as: museums, malls, factories, offshore platforms etc. Based on the fingerprint approach, we show how the proposed weightless neural system provides very good results in terms of performance and positioning resolution. Both the approach to the problem and the system will be presented through two correlated experiments.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Indoor positioning; weightless neural systems
Elenco autori:
DE GREGORIO, Massimo; Giordano, Maurizio
Autori di Ateneo:
DE GREGORIO MASSIMO
GIORDANO MAURIZIO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/182145
Titolo del libro:
21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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