Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/86713
Título: | L/F-CIPS: Collaborative indoor positioning for smartphones with lateration and fingerprinting |
Autor(es): | Pascacio, Pavel Torres-Sospedra, Joaquín Casteleyn, Sven Lohan, Elena Simona Nurmi, Jari |
Palavras-chave: | Calibration Collaboration Collaborative Indoor Positioning Computer architecture Fingerprint recognition Fingerprinting Lateration Neural Networks Received Signal Strength Sensors Smart phones Wireless fidelity |
Data: | 2023 |
Editora: | IEEE |
Revista: | IEEE Sensors Journal |
Citação: | Pascacio, P., Torres-Sospedra, J., Casteleyn, S., Lohan, E. S., & Nurmi, J. (2023). L/F-CIPS: Collaborative indoor positioning for smartphones with lateration and fingerprinting. IEEE Sensors Journal. Institute of Electrical and Electronics Engineers (IEEE). http://doi.org/10.1109/jsen.2023.3308147 |
Resumo(s): | The demand for indoor location-based services and the wide availability of mobile devices have triggered research into new positioning systems able to provide accurate indoor positions using smartphones. However, accurate solutions require a complex implementation and long-term maintenance of their infrastructure. Collaborative systems may help to alleviate these drawbacks. In this paper, we propose a smartphone-based collaborative architecture using neural networks and received signal strength, which exploits the built-in wireless communication technologies in smartphones and the collaboration between devices to improve traditional positioning systems without additional deployment. Experiments are carried out in two real-world scenarios, demonstrating that our proposed architecture enhances the position accuracy of traditional indoor positioning systems. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/86713 |
DOI: | 10.1109/JSEN.2023.3308147 |
ISSN: | 1530-437X |
Versão da editora: | https://ieeexplore.ieee.org/document/10234220/ |
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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manuscript_final.pdf | 9,05 MB | Adobe PDF | Ver/Abrir |