Rural Environmental Monitoring via ultra wide-ARea networKs And distriButed federated Learning

Informazioni relative al progetto

REMARKABLE

ID dell’accordo di sovvenzione: 101086387

DOI 10.3030/101086387

Data della firma CE 26 Ottobre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Dicembre 2026

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale Nessun dato

Contributo UE € 1 145 400,00

Coordinato da

PDM E FC-PROJECTO DESENVOLVIMENTO MANUTENCAO FORMACAO E CONSULTADORIA S.A.
Portugal

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (4)

Dissemination Exploitation and Communication Plan

Dissemination, Exploitation and Communication Plan (it is a living document and it will be updated regularly)

Coverage capabilities and limitations of existing LP-WAN technologies
Novel feature extraction and dimensionality reduction methods for unstructured IoT sensor data
Secure and trustworthy ML-based rural IoT platform architecture

Data Management Plan (1)

Data Management Plan

Pubblicazioni

Peer reviewed articles (5)

A Video Mosaicing-Based Method for Chicken Behavior Recognition on Edge Computing Devices

Autori: Dmitrij Teterja, Jose Garcia-Rodriguez, Jorge Azorin-Lopez Esther Sebastian- Gonzalez, Daliborka Nedic, Dalibor Lekovic, Petar Knezevic, Dejan Drajic , and Dejan Vukobratovic
Pubblicato in: Sensors, Numero 24 (11), 3409, 2024
Editore: MDPI
DOI: 10.3390/s24113409

Leveraging Large Language Models for Sensor Data Retrieval

Autori: Alberto Berenguer, Adriana Morejón, David Tomás, Jose-Norberto Mazón
Pubblicato in: 2024, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app14062506

Freshness-in-air: An AoI-inspired UAV-assisted wireless sensor networks

Autori: Chathuranga M. Wijerathna Basnayaka, Dushantha Nalin K. Jayakody, Marko Beko
Pubblicato in: ICT Express, Numero 10, 2024, ISSN 2405-9595
Editore: Elsevier BV
DOI: 10.1016/j.icte.2024.06.005

Application of machine learning in river water quality management: a review

Autori: Cojbasic Sanja, Dmitrasinovic Sonja, Kostic Marija, Turk Sekulic Maja, Radonic Jelena, Dodig Ana, Stojkovic Milan
Pubblicato in: Water Science and Technology, Numero 88 (9), 2023, ISSN 1996-9732
Editore: IWA Publishing
DOI: 10.2166/wst.2023.331

On Error Probability Analysis of Short-Packet Communications in Massive Internet of Things

Autori: Tijana Devaja; Milica Petkovic; Chao Wang; Marko Beko; Dejan Vukobratovic
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: IEEE
DOI: 10.1109/ACCESS.2024.3394542

Conference proceedings (9)

Trajectory Design for RSMA Networks Assisted by AIRS with LSTM and Transformers

Autori: Brena Kelly S. Lima, João P. Matos-Carvalho, Rui Dinis, Daniel Benevides Da Costa, Marko Beko, Rodolfo Oliveira
Pubblicato in: 2024 19th International Symposium on Wireless Communication Systems (ISWCS), 2024
Editore: IEEE
DOI: 10.1109/ISWCS61526.2024.10639128

An Image Mosaicing-Based Method for Bird Identification on Edge Computing Devices

Autori: D. Teterja, J. Garcia-Rodriguez, J. Azorin-Lopez, E. Sebastian-Gonzalez, R. E. van der Walt, M. J. Booysen
Pubblicato in: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)., 2023
Editore: Springer, Cham
DOI: 10.1007/978-3-031-42536-3_21

Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation

Autori: Mulero-Pérez, D., Ortiz-Perez, D., Benavent-Lledo, M., Garcia-Rodriguez, J., Azorin-Lopez
Pubblicato in: Bioinspired Systems for Translational Applications: From Robotics to Social Engineering. IWINAC 2024. Lecture Notes in Computer Science, Numero vol 14675, 2024
Editore: Springer, Cham
DOI: 10.1007/978-3-031-61137-7_8

Unlocking the remediation potential of wastederived biochar: Arsenic shuttle between groundwater and environmentally friendly medium

Autori: Cojbasic Sanja, Pap Sabolc, Prodanovic Jelena, Radonic Jelena, Dmitrasinovic Sonja, Turk Sekulic Maja
Pubblicato in: EnviroChem2023, 2023, ISBN 978-86-7132-082-5
Editore: Serbian Chemical Society

Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study

Autori: Srdjan Sobot, Milan Lukic, Dusan Bortnik, Vladimir Nikic, Brena Lima, Marko Beko, Dejan Vukobratovic
Pubblicato in: 2024, ISSN 2159-6972
Editore: IEEE Xplore
DOI: 10.1109/CIoT57267.2023.10084912

Empirical evaluation of multi UAV coverage path planning for aerial surveying

Autori: Jamie Wubben, João P. Matos-Carvalho, Dário Pedro, Slavisa Tomic, Carlos T. Calafate
Pubblicato in: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Editore: IEEE
DOI: 10.1109/DCOSS-IoT61029.2024.00050

Convolutional Neural Networks for Autonomous UAV Navigation in GPS-Denied Environments

Autori: Ricardo Serras Santos, João P. Matos-Carvalho, Slavisa Tomic, Marko Beko & Carlos T. Calafate
Pubblicato in: Technological Innovation for Human-Centric Systems, 2024, ISSN 1868-422X
Editore: Springer Cham
DOI: 10.1007/978-3-031-63851-0_7

A Performance Evaluation of Lightweight Deep Learning Approaches for Bird Recognition

Autori: Dmitrij Teterja, Jose Garcia-Rodriguez, Jorge Azorin-Lopez, Esther Sebastian-Gonzalez, Srdjan Krco, Dejan Drajic & Dejan Vukobratovic
Pubblicato in: Advances in Computational Intelligence. IWANN 2023. Lecture Notes in Computer Science,, Numero vol 14134, 2023
Editore: Springer, Cham
DOI: 10.1007/978-3-031-43085-5_26

Lightweight CNNs for Advanced Bird Species Recognition on the Edge

Autori: Berenguer-Agullo, A., Rodriguez-Juan, J., Ortiz-Perez, D., Garcia-Rodriguez
Pubblicato in: Bioinspired Systems for Translational Applications: From Robotics to Social Engineering. IWINAC 2024. Lecture Notes in Computer Science, Numero vol 14675, 2024
Editore: Springer, Cham
DOI: 10.1007/978-3-031-61137-7_10