Comprehensive Analysis of Applied Machine Learning in Indoor Positioning Based on Wi-Fi: An Extended Systematic Review
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Author(s):
Vladimir Bellavista-Parent; Joaquín Torres-Sospedra; Antoni Pérez-Navarro
Published in:
Sensors, 2022, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s22124622
Scalable and Efficient Clustering for Fingerprint-Based Positioning
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Author(s):
Jari Nurmi; Joaquin Huerta; Yevgeni Koucheryavy; Joaquín Torres-Sospedra; Darwin Quezada Gaibor; Elena Simona Lohan
Published in:
IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Publisher:
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
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Author(s):
Darwin Quezada-Gaibor; Joaquín Torres-Sospedra; Jari Nurmi; Yevgeni Koucheryavy; Joaquín Huerta
Published in:
Sensors, Vol 22, Iss 110, p 110 (2022), Issue 1, 2022, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s22010110
Autoencoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive
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Author(s):
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
Published in:
IEEE JOURNAL OF INDOOR AND SEAMLESS POSITIONING AND NAVIGATION, 2023, ISSN 2832-7322
Publisher:
IEEE
DOI:
10.1109/jispin.2023.3299433
Influence of measured radio map interpolation on indoor positioning algorithms
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Author(s):
Bravenec, Tomas; Gould, Michael; Fryza, Tomas; Torres-Sospedra, Joaquín
Published in:
IEEE Sensors Journal, Issue 23, 2023, ISSN 1530-437X
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/jsen.2023.3296752
