Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/48379
Título: | Analysis of sources of large positioning errors in deterministic fingerprinting |
Autor(es): | Torres-Sospedra, Joaquín Moreira, Adriano |
Palavras-chave: | indoor positioning Wi-Fi fingerprinting simulation positioning errors |
Data: | 27-Nov-2017 |
Editora: | MDPI |
Revista: | Sensors |
Citação: | Torres-Sospedra, J., & Moreira, A. (2017). Analysis of Sources of Large Positioning Errors in Deterministic Fingerprinting. Sensors, 17(12), 2736. |
Resumo(s): | Wi-Fi fingerprinting is widely used for indoor positioning and indoor navigation due to the ubiquity of wireless networks, high proliferation of Wi-Fi-enabled mobile devices, and its reasonable positioning accuracy. The assumption is that the position can be estimated based on the received signal strength intensity from multiple wireless access points at a given point. The positioning accuracy, within a few meters, enables the use of Wi-Fi fingerprinting in many different applications. However, it has been detected that the positioning error might be very large in a few cases, which might prevent its use in applications with high accuracy positioning requirements. Hybrid methods are the new trend in indoor positioning since they benefit from multiple diverse technologies (Wi-Fi, Bluetooth, and Inertial Sensors, among many others) and, therefore, they can provide a more robust positioning accuracy. In order to have an optimal combination of technologies, it is crucial to identify when large errors occur and prevent the use of extremely bad positioning estimations in hybrid algorithms. This paper investigates why large positioning errors occur in Wi-Fi fingerprinting and how to detect them by using the received signal strength intensities. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/48379 |
DOI: | 10.3390/s17122736 |
ISSN: | 1424-8220 |
Versão da editora: | http://www.mdpi.com/1424-8220/17/12/2736 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | CAlg - Artigos em revistas internacionais / Papers in international journals |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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2017_JTS_ACM.pdf | 7,76 MB | Adobe PDF | Ver/Abrir |
Este trabalho está licenciado sob uma Licença Creative Commons