In this paper, a method for improving wireless localization of active targets in indoor environments is proposed. The positioning problem is recast to an inverse problem and solved by means of multi-objective evolutionary optimization. The first objective considers received signal strength wireless positioning based on a theoretical propagation model. The second objective relies on probabilistic information that takes into account a-priori knowledge about the environment and semantic profile inferred from the target. The system has been implemented and experimentally validated in a real scenario using smart-phones and the existing Wi-Fi network infrastructure.
Improved wireless localization of mobile devices in smart indoor scenarios / Moriyama, T.; Polo, Alessandro; Viani, Federico; Giarola, Enrico; Massa, Andrea. - (2015), pp. 1-4. ((Intervento presentato al convegno MMS’2015 tenutosi a Lecce, Italy nel November 30 – December 2, 2015 [10.1109/MMS.2015.7375472].
Titolo: | Improved wireless localization of mobile devices in smart indoor scenarios | |
Autori: | Moriyama, T.; Polo, Alessandro; Viani, Federico; Giarola, Enrico; Massa, Andrea | |
Autori Unitn: | ||
Titolo del volume contenente il saggio: | 2015 IEEE 15th Mediterranean Microwave Symposium (MMS) | |
Luogo di edizione: | Piscataway, NJ | |
Casa editrice: | IEEE | |
Anno di pubblicazione: | 2015 | |
Codice identificativo Scopus: | 2-s2.0-84962760919 | |
Codice identificativo WOS: | WOS:000380521600104 | |
ISBN: | 978-1-4673-7602-0 | |
Handle: | http://hdl.handle.net/11572/135434 | |
Citazione: | Improved wireless localization of mobile devices in smart indoor scenarios / Moriyama, T.; Polo, Alessandro; Viani, Federico; Giarola, Enrico; Massa, Andrea. - (2015), pp. 1-4. ((Intervento presentato al convegno MMS’2015 tenutosi a Lecce, Italy nel November 30 – December 2, 2015 [10.1109/MMS.2015.7375472]. | |
Appare nelle tipologie: | 04.1 Saggio in atti di convegno (Paper in proceedings) |
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