Publications

During their participation in the REMARKABLE project, the researchers are expected to publish articles regarding their findings. Below you can find the details of these articles, as well as links to access their full versions.

R. Santos, J. P. Matos-Carvalho, S. Tomic, M. Beko, and S. D. Correia, “A Hybrid LSTM-based Neural Network for Satellite-less UAV Navigation”, 6th Conference on Cloud and Internet of Things (CIoT), Lisbon, Portugal, March 20-22, 2023. https://doi.org/10.1109/CIoT57267.2023.10084873

S. Sobot, M. Lukic, D. Bortnik, V. Nikic, B. Lima, M. Beko, D. Vukobratovic, “Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study,” 6th Conference on Cloud and Internet of Things (CIoT), Lisbon (Portugal), March 2023. https://doi.org/10.1109/CIoT57267.2023.10084912

D. Teterja, J. Garcia-Rodriguez, J. Azorin-Lopez, E. Sebastian-Gonzalez, R. E. van der Walt, M. J. Booysen, (2023) “An Image Mosaicing-Based Method for Bird Identification on Edge Computing Devices”, SOCO 2023. Lecture Notes in Networks and Systems, vol. 750. Springer, Cham. https://doi.org/10.1007/978-3-031-42536-3_21

M. Altayeb, M. Zennaro, E. Pietrosemoli, P. Manzoni, and R. Nordin, “A LoRaWAN Uplink Range-Extender (LURE) for Extended and Energy-Efficient Wireless IoT Communications,” In ICC 2023-IEEE International Conference on Communications, pp. 6151-6156. IEEE, 2023. https://doi.org/10.1109/ICC45041.2023.10279021

Sebastián-González E, Morant M, Moleón M, Redondo D, Morales-Reyes Z, Pascual-Rico R Sánchez-Zapata JA, Pérez-García JM, Arrondo E. 2023. The underestimated role of carrion in diet studies. Global Ecology and Biogeography, 32: 1302-1310, May 2023. https://doi.org/10.1111/geb.13707

D. Teterja, et al. (2023). A Performance Evaluation of Lightweight Deep Learning Approaches for Bird Recognition. In: Rojas, I., Joya, G., Catala, A. (eds) Advances in Computational Intelligence. IWANN 2023. Lecture Notes in Computer Science, vol 14134. Springer, Cham. https://doi.org/10.1007/978-3-031-43085-5_26

B. A. Arratia-Uribe, J. Prades, S. Peña-Haro, J. M. Cecilia-Canales, P. Manzoni, “BODOQUE: An Energy-Efficient Flow Monitoring System for Ephemeral Streams,” 24th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2023). https://doi.org/10.1145/3565287.3616526

S. Tomic, M. Beko, “Trustworthy Target Localization via ADMM in the Presence of Malicious Nodes”, to appear in IEEE Transactions on Vehicular Technology, December 2023. https://doi.org/10.1109/TVT.2023.3346476

M. Altayeb, M. Zennaro, E. Pietrosemoli, and P. Manzoni, “Optimizing the Performance of LoRaWAN Range Extenders in Sparse and Unconventional Contexts,” In 2023 IEEE Globecom Workshops (GC Wkshps), pp. 714-719. IEEE, 2023. https://doi.org/10.1109/GCWkshps58843.2023.10464980

Jogunola, O., KJ, H., Mabitsela, M. M., Phiri, E. E., Adebisi, B., & Booysen, M. J. (2023). Deep Learning-Enabled Temperature Simulation of a Greenhouse Tunnel. IWACP. https://scholar.sun.ac.za/handle/10019.1/129193

Popoola, S. I., Imoize, A. L., Hammoudeh, M., Adebisi, B., Jogunola, O., & Aibinu, A. M. (2023). Federated Deep Learning for Intrusion Detection in Consumer-Centric Internet of Things. IEEE Transactions on Consumer Electronics. https://doi.org/10.1109/TCE.2023.3347170

S. Sabapathy, J. S. Prabhu, S. Maruthu, and D. N. K. Jayakody, "Profuse Channel Estimation and Signal Detection Techniques for Orthogonal Time Frequency Space in 6G Epoch: A Survey," IEEE Access, vol. 11, pp. 129963-129993, 2023, https://doi.org/10.1109/ACCESS.2023.3333428

C. Basnayaka, D. N. K. Jayakody, and M. Beko, “Semantics-Empowered UAV-assisted Wireless Communication System for Wildfire Detection,” IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Edinburgh, UK, 6–8 November 2023. https://doi.org/10.1109/CAMAD59638.2023.10478404

Škrábal J, Krejčí Š, Raab R, Sebastián-González E, Literák I. 202X. Soaring over open waters: horizontal winds provide lift to soaring migrants in weak thermal conditions. Movement Ecology, in press, December 2023. https://doi.org/10.1186/s40462-023-00438-6

B. A. Arratia-Uribe, E. S. Rosas-Olivos, C. Tavares de Araujo, C. M. Calafate, J. C. Cano, J. M. Cecilia-Canales, P. Manzoni, “AlLoRa: Empowering environmental intelligence through an advanced LoRa-based IoT solution, submitted to Computer Communication https://doi.org/10.1016/j.comcom.2024.02.014

S. Tomic, M. Beko, “A Min-max Optimization-based Approach for Secure Localization in Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 73, no. 3, 4151—4161, March 2024. https://doi.org/10.1109/TVT.2023.3325063

V. Ninkovic, D. Vukobratovic, D. Miskovic, M. Zennaro: “COMSPLIT: A Communication-Aware Split Learning Design for Heterogeneous IoT Platforms,” submitted, IEEE Internet of Things Journal, March 2024. https://doi.org/10.1109/JIOT.2024.3487246

Orihuela-Torres A, Morales-Reyes Z, Hermoso V, Picazo F, Sánchez-Ferrández D, Pérez-García JM, Sánchez-Zapata JA, Botella F, Sebastián-González E. Carrion ecology in inland aquatic ecosystems: a systematic review. Biological Reviews, 99:1425-1443. https://doi.org/10.1111/brv.13075

D. Teterja, J. Garcia-Rodriguez, J. Azorin-Lopez, E. Sebastian-Gonzalez, D. Nedic, D. Lekovic, P. Knezevic, D. Drajic, and D. Vukobratovic, “A Video Mosaicing-Based Method for Chicken Behavior Recognition on Edge Computing Devices”, Sensors, 24(11), May 2024. https://doi.org/10.3390/s24113409

Adrian Berenguer-Agullo, Javier Rodriguez-Juan, David Ortiz-Perez, Jose Garcia-Rodriguez. Lightweight CNNs for Advanced Bird Species Recognition on the Edge. International Work-Conference on the Interplay Between Natural and Artificial Computation, Bioinspired Systems for Translational Applications: From Robotics to Social Engineering. IWINAC 2024. Lecture Notes in Computer Science, vol 14675, pp 95-104. Springer, Cham. https://doi.org/10.1007/978-3-031-61137-7_10

David Mulero-Pérez, David Ortiz-Perez, Manuel Benavent-Lledo, Jose Garcia-Rodriguez, Jorge Azorin-Lopez. Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation. International Work-Conference on the Interplay Between Natural and Artificial Computation, Bioinspired Systems for Translational Applications: From Robotics to Social Engineering. IWINAC 2024. Lecture Notes in Computer Science, vol 14675. pp 75-84 Springer, Cham. https://doi.org/10.1007/978-3-031-61137-7_8

A-M. Vegni, P. Manzoni, M. Petkovic, “IRON: an Integrated RF-OWC System for Interoperability in IoT Systems,” 7th International Balkan Conference on Communications and Networking (BalkanCom), Ljubljana, Slovenia, June 2024. https://doi.org/10.1109/BalkanCom61808.2024.10557178

V. Ninkovic, D. Miskovic, D. Vukobratovic: “UAV-assisted Distributed Learning for Environmental Monitoring in Rural Environments,” BalkanCom 2024, Ljubljana (Slovenia), June 2024. https://doi.org/10.1109/BalkanCom61808.2024.10557191

R. Santos, J. P. Matos-Carvalho, S. Tomic, M. Beko and C. T. Calafate, “Convolutional Neural Networks for autonomous UAV Navigation in GPS-denied Environments”, DoCEIS'24, Caparica, Portugal, July 03-05, 2024, Springer, Cham. https://doi.org/10.1007/978-3-031-63851-0_7

T. Devaja, S. Sobot, M. Petkovic, M. Beko, D. Vukobratovic, “Relay-Aided Slotted Aloha for UAV-Assisted Mixed UOWC-RF Systems,” Int’l Symp. on Communication Systems, Networks and Digital Signal Processing - CSNDSP 2024, Rome, July 2024. https://doi.org/10.1109/CSNDSP60683.2024.10636546

M. Petkovic, A-M. Vegni, E. Hernandez-Orallo, P. Manzoni, D. Vukobratovic, “Novel Design of Two-Tier Slotted-ALOHA OWC/RF IoT Networks with Adaptive Control,” Int’l Symp. on Communication Systems, Networks and Digital Signal Processing - CSNDSP 2024, Rome, July 2024. https://doi.org/10.1109/CSNDSP60683.2024.10636674

Gasteratos, G., Karydis, I.: “Path planning optimisation for multiple drones: Repositioning the Starting Point”, 20th International Conference on Artificial Intelligence Applications and Innovations (AIAI2024), 2024. https://doi.org/10.1007/978-3-031-63223-5_16

Javier Rodriguez-Juan, Adrian Berenguer-Agullo, Manuel Benavent-Lledo, David Mulero-Perez, Jose Garcia-Rodriguez, Esther Sebastián-González. Bird Action Recognition in Wetlands using Deep Learning. Proceedings of the 2024 International Conference on Information Technology for Social Good, Pages 350-357, Bremen (Germany) https://doi.org/10.1145/3677525.3678681

I. Mouhamad, D. N. K. Jayakody, and D. Vukobratovic, “Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs,” to appear in Journal of Communications and Information Networks, vol. 9, no. 3, September 2024.

N. Avgoustis, A. I. Mourikis, I. Karydis, M. Anagnostou, M. Avlonitis; Modeling Wildfires’ Spread Based on Low-cost Sensors Measuring Real-time Moisture Content. HAICTA 2024 11th INTERNATIONAL CONFERENCE ON ICT IN AGRICULTURE, FOOD & ENVIRONMENT; SAMOS ISLAND, GREECE 
https://www.researchgate.net/publication/385342658_Modeling_Wildfires'_Spread_Based_on_Low-cost_Sensors_Measuring_Real-time_Moisture_Content

N. M. Polymenakos, I. Vlachos, I. Karydis, and M. Avlonitis; A novel low-cost system for Xylella fastidiosa early detection using electrical conductivity probes. HAICTA 2024 11th INTERNATIONAL CONFERENCE ON ICT IN AGRICULTURE, FOOD & ENVIRONMENT; SAMOS ISLAND, GREECE 
https://www.researchgate.net/publication/385130617_A_novel_low-cost_system_for_Xylella_fastidiosa_early_detection_using_electrical_conductivity_probes

E. Alvanitopoulos, I. Karydis and M. Avlonitis; Simulation Scenarios of Red Palm Weevil Dispersion in Corfu, Greece. HAICTA 2024 11th INTERNATIONAL CONFERENCE ON ICT IN AGRICULTURE, FOOD & ENVIRONMENT; SAMOS ISLAND, GREECE https://www.researchgate.net/publication/385130202_Simulation_Scenarios_of_Red_Palm_Weevil_Dispersion_in_Corfu_Greece