المؤلفون: Klus, Lucie, Klus, Roman, Lohan, Elena Simona, Nurmi, Jari, Granell, Carlos, Valkama, Mikko, Talvitie, Jukka, Casteleyn, Sven, Torres-Sospedra, Joaquín

مصطلحات موضوعية: device heterogeneity, fingerprinting, indoor positioning, localization, RSS, RSSI, Wi-Fi

وصف الملف: application/pdf

العلاقة: A-WEAR: A network for dynamic wearable applications with privacy constraints; ORIENTATE: Low-cost Reliable Indoor Positioning in Smart Factories; Klus, L., Klus, R., Lohan, E. S., Nurmi, J., Granell, C., Valkama, M., . & Torres-Sospedra, J. (2024). TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density. Data in Brief, 110356.; http://hdl.handle.net/10234/206483Test; https://doi.org/10.1016/j.dib.2024.110356Test

الإتاحة: https://doi.org/10.1016/j.dib.2024.110356Test
http://hdl.handle.net/10234/206483Test

المؤلفون: Montoliu, Raul, Perez-Navarro, Antoni, Torres-Sospedra, Joaquín

المساهمون: Universidade do Minho

مصطلحات موضوعية: Indoor positioning, Machine learning, Optimum parameter selection

وصف الملف: application/pdf

العلاقة: R. Montoliu, A. Pérez-Navarro and J. Torres-Sospedra, "Efficient tuning of k NN hyperparameters for indoor positioning with N-TBEA," 2022 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), Valencia, Spain, 2022, pp. 39-44, doi: 10.1109/ICUMT57764.2022.9943377.; 9798350398663; 2157-0221; https://ieeexplore.ieee.org/document/9943377Test

الإتاحة: https://hdl.handle.net/1822/85315Test

المؤلفون: Klus, Lucie, Quezada-Gaibor, Darwin, Torres-Sospedra, Joaquín, Lohan, Elena Simona, Granell, Carlos, Nurmi, Jari

المساهمون: Universidade do Minho

مصطلحات موضوعية: Cascade, Fingerprinting, Indoor positioning, Localization, Machine learning, Prediction speed, Ciências Naturais::Ciências da Computação e da Informação, Science & Technology

وصف الملف: application/pdf

العلاقة: L. Klus, D. Quezada-Gaibor, J. Torres-Sospedra, E. S. Lohan, C. Granell and J. Nurmi, "Towards Accelerated Localization Performance Across Indoor Positioning Datasets," 2022 International Conference on Localization and GNSS (ICL-GNSS), Tampere, Finland, 2022, pp. 1-7, doi: 10.1109/ICL-GNSS54081.2022.9797035.; 9781665405751; 2325-0747; https://ieeexplore.ieee.org/document/9797035Test

الإتاحة: https://hdl.handle.net/1822/82099Test

المؤلفون: Quezada-Gaibor, Darwin, Torres-Sospedra, Joaquín, Nurmi, Jari, Koucheryavy, Yevgeni, Huerta, Joaquín

المساهمون: Universidade do Minho

مصطلحات موضوعية: generative networks, indoor positioning, machine learning, Wi-Fi fingerprinting, Ciências Naturais::Ciências da Computação e da Informação, Science & Technology

وصف الملف: application/pdf

العلاقة: D. Quezada-Gaibor, J. Torres-Sospedra, J. Nurmi, Y. Koucheryavy and J. Huerta, "SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning," 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN), Beijing, China, 2022, pp. 1-8, doi: 10.1109/IPIN54987.2022.9918146.; 978-1-7281-6219-5; 2162-7347; 2471-917X; 978-1-7281-6218-8; https://ieeexplore.ieee.org/document/9918146Test

الإتاحة: https://hdl.handle.net/1822/82082Test

المؤلفون: Quezada-Gaibor, Darwin, Klus, Lucie, Torres-Sospedra, Joaquín, Simona Lohan, Elena, Nurmi, Jari, Granell, Carlos, Huerta, Joaquin

المساهمون: Universidade do Minho

مصطلحات موضوعية: Data cleansing, Data pre-processing, Indoor positioning, Localisation, Wi-Fi Fingerprinting, Science & Technology

وصف الملف: application/pdf

العلاقة: D. Quezada-Gaibor et al., "Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets," 2022 23rd IEEE International Conference on Mobile Data Management (MDM), Paphos, Cyprus, 2022, pp. 349-354, doi: 10.1109/MDM55031.2022.00079; 9781665451765; 1551-6245; https://ieeexplore.ieee.org/document/9861169Test

الإتاحة: https://hdl.handle.net/1822/82025Test

المؤلفون: Bravenec, Tomáš, Gould, Michael, Frýza, Tomáš, Torres-Sospedra, Joaquín

مصطلحات موضوعية: Indoor Localization, Indoor Positioning, Interpolation, Radio Map, RSSI, Wi-Fi, Wireless communication

وصف الملف: text; 20044-20054; application/pdf

العلاقة: IEEE SENSORS JOURNAL; https://ieeexplore.ieee.org/document/10192546Test; IEEE SENSORS JOURNAL. 2023, vol. 23, issue 17, p. 20044-20054.; 184028; http://hdl.handle.net/11012/214349Test; orcid:0000-0001-5749-8389; orcid:0000-0001-7313-6142

الإتاحة: https://doi.org/10.1109/JSEN.2023.3296752Test
http://hdl.handle.net/11012/214349Test

المؤلفون: Gaibor, Darwin P. Quezada, Klus, Lucie, Klus, Roman, Lohan, Elena Simona, Nurmi, Jari, Valkama, Mikko, Huerta, Joaquín, Torres-Sospedra, Joaquín

مصطلحات موضوعية: Autoencoder, Extreme learning machine, Indoor positioning, Singular value decomposition, Weight initialization, Wi-Fi fingerprinting, Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática

وصف الملف: application/pdf

العلاقة: info:eu-repo/grantAgreement/EC/H2020/101023072/EU; https://ieeexplore.ieee.org/document/10195972Test; D. P. Q. Gaibor et al., "Autoencoder extreme learning machine for fingerprint-based positioning: A good weight initialization is decisive," in IEEE Journal of Indoor and Seamless Positioning and Navigation, vol. 1, pp. 53-68, 2023, doi:10.1109/JISPIN.2023.3299433.; https://hdl.handle.net/1822/87189Test

الإتاحة: https://doi.org/10.1109/JISPIN.2023.3299433Test
https://hdl.handle.net/1822/87189Test

المؤلفون: Perez-Navarro, Antoni, Montoliu, Raul, Sansano-Sansano, Emilio, Martinez-Garcia, Marina, Femenia, Ruben, Torres-Sospedra, Joaquín

مصطلحات موضوعية: Error propagation, Fingerprinting methods, Indoor positioning, Ciências Naturais::Ciências da Computação e da Informação

وصف الملف: application/pdf

العلاقة: info:eu-repo/grantAgreement/EC/H2020/101023072/EU; https://ieeexplore.ieee.org/document/10161717Test; A. Pérez-Navarro, R. Montoliu, E. Sansano-Sansano, M. Martínez-Garcia, R. Femenía and J. Torres-Sospedra, "Accuracy of a Single Position Estimate for kNN-Based Fingerprinting Indoor Positioning Applying Error Propagation Theory," in IEEE Sensors Journal, vol. 23, no. 16, pp. 18765-18775, 15 Aug.15, 2023, doi:10.1109/JSEN.2023.3287856.; https://hdl.handle.net/1822/86277Test

الإتاحة: https://doi.org/10.1109/JSEN.2023.3287856Test
https://hdl.handle.net/1822/86277Test

المؤلفون: Quezada-Gaibor, Darwin, Torres-Sospedra, Joaquín, Nurmi, Jari, Koucheryavy, Yevgeni, Huerta, Joaquín

مصطلحات موضوعية: Indoor Positioning, Wi-Fi fingerprinting, Clustering, Computing Efficiency

العلاقة: info:eu-repo/grantAgreement/EC/H2020/813278/; https://zenodo.org/communities/a_wearTest; https://zenodo.org/communities/tau-tltposTest; https://zenodo.org/record/6767482Test; https://doi.org/10.1109/IPIN51156.2021.9662612Test; oai:zenodo.org:6767482

الإتاحة: https://doi.org/10.1109/IPIN51156.2021.9662612Test
https://zenodo.org/record/6767482Test

المؤلفون: Klus, Roman, Klus, Lucie, Talvitie, Jukka, Pihlajasalo, Jaakko, Torres-Sospedra, Joaquín, Valkama, Mikko

مصطلحات موضوعية: artificial neural network, convolutional neural network, deep learning, fingerprinting, indoor positioning, machine learning, transfer learning, WLAN

العلاقة: info:eu-repo/grantAgreement/EC/H2020/813278/; info:eu-repo/grantAgreement/AKA//323244/; info:eu-repo/grantAgreement/AKA//328214/; info:eu-repo/grantAgreement/AKA//319994/; info:eu-repo/grantAgreement/AKA//338224/; https://zenodo.org/communities/a_wearTest; https://zenodo.org/communities/tau_wirelessTest; https://zenodo.org/record/6451962Test; https://doi.org/10.1109/IPIN51156.2021.9662544Test; oai:zenodo.org:6451962

الإتاحة: https://doi.org/10.1109/IPIN51156.2021.9662544Test
https://zenodo.org/record/6451962Test