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Low-cost Reliable Indoor Positioning in Smart Factories

Publikacje

Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review

Autorzy: Vladimir Bellavista-Parent; Joaquín Torres-Sospedra; Antoni Pérez-Navarro
Opublikowane w: Sensors, 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22124622

Scalable and Efficient Clustering for Fingerprint-Based Positioning

Autorzy: Jari Nurmi; Joaquin Huerta; Yevgeni Koucheryavy; Joaquín Torres-Sospedra; Darwin Quezada Gaibor; Elena Simona Lohan
Opublikowane w: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2022.3230913

Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios—A Systematic Review

Autorzy: Darwin Quezada-Gaibor; Joaquín Torres-Sospedra; Jari Nurmi; Yevgeni Koucheryavy; Joaquín Huerta
Opublikowane w: Sensors, Vol 22, Iss 110, p 110 (2022), Numer 1, 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22010110

Autoencoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive

Autorzy: Darwin P. Quezada Gaibor , Lucie Klus , Student Member, IEEE, Roman Klus , Student Member, IEEE, Elena Simona Lohan , Senior Member, IEEE, Jari Nurmi Mikko Valkama , Fellow, IEEE, Joaquín Huerta , and Joaquín Torres-Sospedra
Opublikowane w: IEEE JOURNAL OF INDOOR AND SEAMLESS POSITIONING AND NAVIGATION, 2023, ISSN 2832-7322
Wydawca: IEEE
DOI: 10.1109/jispin.2023.3299433

Influence of measured radio map interpolation on indoor positioning algorithms

Autorzy: Bravenec, Tomas; Gould, Michael; Fryza, Tomas; Torres-Sospedra, Joaquín
Opublikowane w: IEEE Sensors Journal, Numer 23, 2023, ISSN 1530-437X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2023.3296752

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