Low-cost Reliable Indoor Positioning in Smart Factories

Project Information

ORIENTATE

Grant agreement ID: 101023072

DOI

10.3030/101023072

Project closed

EC signature date 5 March 2021

Start date 1 September 2021

End date 31 August 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 159 815,04

EU contribution

€ 159 815,04

Coordinated by

UNIVERSIDADE DO MINHO
Portugal

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (5)

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

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

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

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

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

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