Publications

• R. Sedar, C. Kalalas, J. Alonso-Zarate, and F. Vazquez-Gallego, “Multi-domain denial-of-service attacks in internet-of-vehicles: Vulnerability insights and detection performance,” in Proc. of IEEE International Conference on Network Softwarization (NetSoft) 2022, Milan, Italy, July 2022.

• A. S. de Sena, P. H. J. Nardelli, D. B. da Costa, P. Popovski and C. B. Papadias, "Rate-Splitting Multiple Access and its Interplay with Intelligent Reflecting Surfaces," in IEEE Communications Magazine, May 2022, doi: 10.1109/MCOM.004.2100956.

• H. Zarini, M. R. Mili, M. Rasti, P. H. J. Nardelli and M. Bennis, "Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking," 2022 IEEE Wireless Communications and Networking Conference (WCNC), April 2022, pp. 1683-1688, doi: 10.1109/WCNC51071.2022.9771836.

• E. Ataeebojd, M. Rasti, H. Pedram and P. H. J. Nardelli, "Stochastic Geometry Analysis of Spectrum Sharing Among Seller and Buyer Mobile Operators," 2022 IEEE Wireless Communications and Networking Conference (WCNC), April 2022, pp. 2011-2016, doi: 10.1109/WCNC51071.2022.9771800.

• A. E. Nezhad, A. Rahimnejad, P. H. J. Nardelli, S. A. Gadsden, S. Sahoo and F. Ghanavati, "A Shrinking Horizon Model Predictive Controller for Daily Scheduling of Home Energy Management Systems," in IEEE Access, March 2022, doi: 10.1109/ACCESS.2022.3158346.

• D. Gutierrez-Rojas, I.T. Christou, D. Dantas, A. Narayanan, P. H. J. Nardelli, Y. Yang, "Performance evaluation of machine learning for fault selection in power transmission lines", in Springer Knowledge and Information Systems, February 2022, https://doi.org/10.1007/s10115-022-01657-w

• P. E. G. Silva, R.A.A. de Souza, P. J. Nardelli, J. M. M. Moualeu and D. B. da Costa, "Performance of MPSK modulation with imperfect phase-recovery under severe fading conditions," in IET Electronics Letters, February 2022, https://doi.org/10.1049/ell2.12432

• M. d. C. Tomé, D. Gutierrez Rojas, P. H. J. Nardelli, C. Kalalas, L. C. Pereira da Silva, A. Pouttu, "Event-driven Data Acquisition for Electricity Metering: A Tutorial," in IEEE Sensors Journal, January 2022, doi: 10.1109/JSEN.2022.3147016.

• P. Lai, H. Ding, L. Hu, F. Gong and P. H. J. Nardelli, "Reconfigurable Intelligent Surface-Enabled Spectrum-Sharing Communications Based on Successive Interference Cancellation," in IEEE Wireless Communications Letters, vol. 11, no. 1, pp. 116-120, January 2022, doi: 10.1109/LWC.2021.3121685.

• D. Gutierrez-Rojas, A. Mashlakov, C. Brester, H. Niska, M. Kolehmainen, A. Narayanan, S. Honkapuro, P. H. J. Nardelli, "Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience," in IEEE Access, vol. 9, pp. 163108-163121, December 2021, doi: 10.1109/ACCESS.2021.3133490.

• M. Ullah, A. Narayanan, A. Wolff and P. H. J. Nardelli, "Industrial Energy Management System: Design of a Conceptual Framework using IoT and Big Data," 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), October 2021, pp. 01-06, doi: 10.1109/ISGTEurope52324.2021.9640059.

• M. Ullah, A. Narayanan, A. Wolff and P. Nardelli, "Smart Grid Information Processes Using IoT and Big Data with Cloud and Edge Computing," 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), October 2021, pp. 956-961, doi: 10.23919/MIPRO52101.2021.9596885.

• M. Ullah, A. Narayanan, A. Wolff and P. H. J. Nardelli, "Unified Framework to Select an IoT Platform for Industrial Energy Management Systems," 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), October 2021, pp. 950-955, doi: 10.23919/MIPRO52101.2021.9597128.

• M. Dzaferagic, N. Marchetti and I. Macaluso, "Fault detection and classification in Industrial IoT in case of missing sensor data," in IEEE Internet of Things Journal, September 2021, doi: 10.1109/JIOT.2021.3116785.

• P. Mulinka, C. Kalalas, M. Dzaferagic, I. Macaluso, D. Gutierrez Rojas, P. J. Nardelli, and N. Marchetti, "Information Processing and Data Visualization in Networked Industrial Systems", in Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications 2021 (IEEE PIMRC ’21), virtual event, September 2021

• E. Eldeeb, M. Shehab and H. Alves, "A Learning-Based Fast Uplink Grant for Massive IoT via Support Vector Machines and Long Short-Term Memory," in IEEE Internet of Things Journal, August 2021, doi: 10.1109/JIOT.2021.3101978.

• P. S. Dester, P. H. J. Nardelli and P. Cardieri, "Uniqueness of Stationary Distributions in Random Access Poisson Networks," in IEEE Communications Letters, August 2021, doi: 10.1109/LCOMM.2021.3102596.

• P. S. Dester, P. H. J. Nardelli, F. H. C. d. S. Filho, P. Cardieri and P. Popovski, "Delay and Peak-Age-of-Information of ALOHA Networks with Limited Retransmissions," in IEEE Wireless Communications Letters, July 2021, doi: 10.1109/LWC.2021.3100934.

• A. S. de Sena, P. H. J. Nardelli, D. B. da Costa, U. S. Dias, P. Popovski and C. B. Papadias, "Dual-Polarized IRSs in Uplink MIMO-NOMA Networks: An Interference Mitigation Approach," in IEEE Wireless Communications Letters, July 2021, doi: 10.1109/LWC.2021.3099867.

• R. C. Moioli et al., "Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications," in IEEE Communications Surveys & Tutorials, vol. 23, no. 3, pp. 1599-1621, June 2021, doi: 10.1109/COMST.2021.3090778.

• A. S. De Sena et al., "IRS-Assisted Massive MIMO-NOMA Networks: Exploiting Wave Polarization," in IEEE Transactions on Wireless Communications, May 2021, doi: 10.1109/TWC.2021.3081419.

• D. Carrillo, L. Duc Nguyen, PHJ Nardelli, E. Pournaras, P. Morita, DZ Rodríguez, M. Dzaferagic, H. Siljak, A. Jung, L. Hébert-Dufresne, I. Macaluso, M. Ullah, G. Fraidenraich, and P. Popovski, "Containing Future Epidemics With Trustworthy Federated Systems for Ubiquitous Warning and Response". Front. Comms. Net. 2:621264. May 2021, doi: 10.3389/frcmn.2021.621264

• R. V. Mendonça et al., "Intrusion Detection System Based on Fast Hierarchical Deep Convolutional Neural Network," in IEEE Access, vol. 9, pp. 61024-61034, April 2021, doi: 10.1109/ACCESS.2021.3074664.

• E. N. Tominaga, H. Alves, O. L. Alcaraz Lopez, R. D. Souza, J. L. Rebelatto and M. Latva-aho, "Network Slicing for eMBB and mMTC with NOMA and Space Diversity Reception", IEEE 93rd Vehicular Technology Conference: (VTC2021-Spring), 25-28 April 2021, Helsinki, Finland.

• E. N. Tominaga, H. Alves, R. D. Souza, J. L. Rebelatto and M. Latva-aho, "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC", IEEE 93rd Vehicular Technology Conference: (VTC2021-Spring), 25-28 April 2021, Helsinki, Finland.

• N. J. Mayedo Rodriguez, O. L. Alcaraz Lopez, H. Alves, and M. Latva-aho, "On the SIR Meta Distribution in Massive MTC Networks with Scheduling and Data Aggregation", IEEE 93rd Vehicular Technology Conference: (VTC2021-Spring), 25-28 April 2021, Helsinki, Finland.

• P. H. J. Nardelli, H. Majid Hussain, A. Narayanan, and Y. Yang, "Virtual Microgrid Management via Software-defined Energy Network for Electricity Sharing", IEEE Systems, Man, and Cybernetics Magazine, March 2021

• S. Kazemi Taskou, M. Rasti, and P. H. J. Nardelli, "Energy and Cost Efficient Resource Allocation for Blockchain-Enabled NFV", IEEE Transactions on Services Computing, March 2021, doi: 10.1109/TSC.2021.3050717

• D. Z. Rodriguez, D. Carrillo Melgarejo, M. A. Ramirez, P. H. J. Nardelli, and S. Moller, "Incorporating Wireless Communication Parameters into the E-Model Algorithm", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, March 2021, doi: 10.1109/TASLP.2021.3057955

• D. Carrillo, K. Mikhaylov, P. J. Nardelli, S. Andreev and D. B. da Costa, "Understanding UAV-Based WPCN-Aided Capabilities for Offshore Monitoring Applications," in IEEE Wireless Communications, February 2021, doi: 10.1109/MWC.001.2000218.

• W. Chen, H. Ding, S. Wang, D. B. da Costa, F. Gong and P. H. J. Nardelli, "Backscatter Cooperation in NOMA Communications Systems," in IEEE Transactions on Wireless Communications, January 2021, doi: 10.1109/TWC.2021.3050600.

• A. Narayanan et al., "Key Advances in Pervasive Edge Computing for Industrial Internet of Things in 5G and Beyond," in IEEE Access, November 2020, doi: 10.1109/ACCESS.2020.3037717.

• M. Ullah et al., "IoT Protocol Selection for Smart Grid Applications: Merging Qualitative and Quantitative Metrics," 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), Opatija, Croatia, 2020, pp. 993-998, doi: 10.23919/MIPRO48935.2020.9245238.

• M. Ullah et al., "Providing Facilities in Health Care via Brain-Computer Interface and Internet of Things," 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), Opatija, Croatia, 2020, pp. 971-976, doi: 10.23919/MIPRO48935.2020.9245382.

• H. M. Hussain, A. Narayanan, P. H. J. Nardelli and Y. Yang, "What is Energy Internet? Concepts, Technologies, and Future Directions," in IEEE Access, October 2020, doi: 10.1109/ACCESS.2020.3029251.

• T. Alexopoulos, C. Kalalas and G. Korres, “On the Imputation of Power System Measurement Streams with Imperfect Wireless Communication," in Proc. of IEEE Global Power, Energy and Communication Conference 2020 (IEEE GPECOM ’20), virtual event, October 2020.

• C. Kalalas and J. Alonso-Zarate, “Lightweight and Space-efficient Vehicle Authentication based on Cuckoo Filter," in Proc. of IEEE 5G World Forum 2020 (IEEE 5G-WF ’20), virtual event, September 2020.

• C. Kalalas and J. Alonso-Zarate, “Sensor Data Reconstruction in Industrial Environments with Cellular Connectivity," in Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications 2020 (IEEE PIMRC ’20), virtual event, August 2020

• R. L. Rosa et al., "Event Detection System based on User Behavior Changes in Online Social Networks: Case of the COVID-19 Pandemic," in IEEE Access, vol. 8, pp. 158806-158825, August 2020, doi: 10.1109/ACCESS.2020.3020391.

• A. S. de Sena, D. Carrillo, F. Fang, P. Nardelli, D. B. da Costa, U. S. Dias, Z. Ding, C. B. Papadias, W. Saad, “What Role Do Intelligent Reflecting Surfaces Play in Non-Orthogonal Multiple Access?”, accepted to IEEE Wireless Communication Magazine, July 2020.

• D. Gutierrez-Rojas, P. H. J. Nardelli, G. Mendes and P. Popovski, "Review of the State-of-the-Art on Adaptive Protection for Microgrids based on Communications," in IEEE Transactions on Industrial Informatics, July 2020.

• J. M. S. Sant'Ana, A. Hoeller, R. D. Souza, H. Alves, S. Montejo-Sanchez, "LoRa Performance Analysis with Superposed Signal Decoding," in IEEE Wireless Communications Letters, Early Access, July 2020, doi: 10.1109/LWC.2020.3006588.

• W. Chen, H. Ding, S. Wang, D. B. da Costa, F. Gong and P. H. J. Nardelli, "Ambient backscatter communications over NOMA downlink channels," in China Communications, vol. 17, no. 6, pp. 80-100, June 2020, doi: 10.23919/JCC.2020.06.007.

• M. Ullah, P. J. Nardelli, A. Wolff and K. Smolander, "Twenty-one key factors to choose an IoT platform: Theoretical framework and its applications," in IEEE Internet of Things Journal, June 2020.

• A. S. de Sena, F. R. M. Lima, D. B. da Costa, Z. Ding, P. H. J. Nardelli, U. S. Dias, C. B. Papadias, "Massive MIMO-NOMA Networks with Imperfect SIC: Design and Fairness Enhancement," in IEEE Transactions on Wireless Communications, June 2020.

• R. Sedar, C. Kalalas, F. Vazquez-Gallego, J. Alonso-Zarate, "Intelligent Transport System as an Example of a Wireless IoT System," Chapter in "Wireless Networks and Industrial IoT- Applications, Challenges and Enablers", published by Springer. ISBN: 978-3-030-51473-0. Q2 2020.

• F. H. C. dos Santos Filho, P. S. Dester, E. M. G. Stancanelli, P. Cardieri, P. H. J. Nardelli, D. Carrillo and H. Alves, "Performance of LoRaWAN for Handling Telemetry and Alarm Messages in Industrial Applications", MDPI Sensors 2020, 20, 3061.

• H. M. Hussain and P. H. J. Nardelli, "A Heuristics-based Home Energy Management System for Demand Response", accepted to IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Tampere, Finland, June 2020.

• D. Gutierrez-Rojas, M. Ullah, I. T. Christou, G. Almeida, P. H. J. Nardelli, D. Carrillo, J. M. Sant'Ana, H. Alves, M. Dzaferagic, A. Chiumento, C. Kalalas, "Three-layer Approach to Detect Anomalies in Industrial Environments based on Machine Learning", accepted to IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Tampere, Finland, June 2020.

• O. L. A. López, N. H. Mahmood, H. Alves, "Enabling URLLC for Low-Cost IoT Devices via Diversity Combining Schemes", accepted to International Conference on Communications (ICC), Dublin, Ireland, June 2020.

• D. Carrillo-Melgarejo, S. Kumar, G. Fraidenraich, P. Nardelli, D. Benevides da Costa, “Achievable Sum Rate and Outage Capacity of GFDM Systems with MMSE Receivers”, accepted to International Conference on Communications (ICC), Dublin, Ireland, June 2020.

• A. S. de Sena, D. Benevides da Costa, Z. Ding, P. Nardelli, U. S. Dias, C. B. Papadias, “Successive Sub-Array Activation for Massive MIMO-NOMA Networks”, accepted to International Conference on Communications (ICC), Dublin, Ireland, June 2020.

• A. Jung and P. H. J. Nardelli, "An Information-Theoretic Approach to Personalized Explainable Machine Learning," in IEEE Signal Processing Letters, vol. 27, pp. 825-829, May 2020, doi: 10.1109/LSP.2020.2993176.

• A. S. Hoeller, J. M. S. Sant'Ana, J. Markkula, K. Mikhaylov, R. D. Souza, H. Alves, "Beyond 5G Low-Power Wide-Area Networks: A LoRaWAN Suitability Study", 6G Wireless Summit 2020 (6G Summit), Levi, Finland, March 2020. [slides] [video]

• D. Carrillo-Melgarejo, C. Kalalas, A. S. Sena, P. Nardelli and G. Fraidenraich, "Reconfigurable Intelligent Surface-Aided Grant-Free Access for Uplink URLLC," 6G Wireless Summit 2020 (6G Summit), Levi, Finland, March 2020. [video]

• C. Kalalas and J. Alonso-Zarate, "Massive Connectivity in 5G and Beyond: Technical Enablers for the Energy and Automotive Verticals", 6G Wireless Summit 2020 (6G Summit), Levi, Finland, March 2020. [video]

• M. Dzaferagic, N. McBride, R. Thomas, I. Macaluso, N. Marchetti, "Improving In-Network Computing in IoT Through Degeneracy", IEEE Systems Journal, February 2020.

• M. Tomé, P. Nardelli, H. Majid Hussain, S. Wahid, A. Narayanan, “A Cyber-Physical Residential Energy Management System via Virtualized Packets”, MDPI Energies, 13(3), 699, February 2020.

• J. M. De Souza Sant Ana, A. S. Hoeller, R. D. Souza, S. Montejo-Sanchez, H. Alves and M. De Noronha Neto, "Hybrid Coded Replication in LoRa Networks," IEEE Transactions on Industrial Informatics, January 2020.

• A. S. de Sena, D. Benevides da Costa, Z. Ding, P. Nardelli, U. S. Dias, C. B. Papadias,“Massive MIMO-NOMA Networks with Successive Sub-Array Activation”, IEEE Transactions on Wireless Communications, December 2019.

• A. S. Sena et al., "On the Performance of Massive MIMO-NOMA Networks with Dual-Polarized Antenna Array", in Proc. of IEEE Global Communications Conference (GLOBECOM '19), Hawaii, USA, December 2019.

• P. Dester et al., "Performance Analysis and Optimization of a N-class Bipolar Network", IEEE Access, September 2019.

• A. S. Sena et al., "Massive MIMO–NOMA Networks With Multi-Polarized Antennas", IEEE Transactions on Wireless Communications, September 2019.

• D. Carrillo-Melgarejo et al., "GFDM-Based Cooperative Relaying Networks with Wireless Energy Harvesting", in Proc. of International Symposium on Wireless Communication Systems 2019 (ISWCS ’19), Oulu, Finland, August 2019.

• A. Chiumento, N. Marchetti, I. Macaluso, “Energy Efficient WSN: a Cross-layer Graph Signal Processing Solution to Information Redundancy”, in Proc. of International Symposium on Wireless Communication Systems 2019 (ISWCS ’19), Special Session on IoT in Energy Systems and Industrial Environments, Oulu, Finland, August 2019.

• I. Christou, “Avoid mistaking the hay for the needle in the stack: Online Rule Pruning in Rare Events Detection”, in Proc. of International Symposium on Wireless Communication Systems 2019 (ISWCS ’19), Special Session on IoT in Energy Systems and Industrial Environments, Oulu, Finland, August 2019.

• P. Nardelli, C. Papadias, C. Kalalas, H. Alves, I. Christou, I. Macaluso, N. Marchetti, R. Palacios, J. Alonso-Zarate, “Framework for the Identification of Rare Events via Machine Learning and IoT Networks”, in Proc. of International Symposium on Wireless Communication Systems 2019 (ISWCS ’19), Special Session on IoT in Energy Systems and Industrial Environments, Oulu, Finland, August 2019.

• M. Tomé et al., "Flexible event-driven measurement technique for electricity metering with filtering", in Proc. of IEEE International Conference on Industrial Informatics (INDIN' 19), Espoo, Finland, July 2019.

• F. Polunin et al., "Demonstrating the Impact of LTE Communication Latency for Industrial Applications", in Proc. of IEEE International Conference on Industrial Informatics (INDIN' 19), Espoo, Finland, July 2019.

Open Source Material

• Machine learning scripts related to FIREMAN project [GitHub link - updated regularly]

• Neural and MinExplainSet packages related to FIREMAN project [parts of the popt4jlib library - GitHub link and related paper]

Supervised Master/Bachelor Theses

• Oleg Rogov, Fault Detection in Diesel Engines using Deep Learning and QARMA algorithms, Master Thesis, School of Energy Systems, Lappeenranta University of Technology, 2022

• Juha-Jaakko Heiskari, Computing paradigms for research: cloud vs. edge, Master Thesis, School of Energy Systems, Lappeenranta University of Technology, 2022

• Alexander Beattie, Detecting temporal anomalies in time series data utilizing the matrix profile, Master Thesis, School of Engineering Science Mechatronic System Design, Lappeenranta University of Technology, 2022

• Vesa Mäki, Feasibility evaluation of LPWAN technologies - Case study for a weather station, Master Thesis, School of Energy Systems, Lappeenranta University of Technology, 2021

• Nelson Jesus Mayedo Rodriguez, Fine-grained performance analysis of massive MTC networks with scheduling and data aggregation, Master Thesis, University of Oulu, Degree Programme in Electrical Engineering, February 2021.

• Eduardo Noboro Tominaga, Scalable coexistence of eMBB, URLLC and mMTC enabled by non-orthogonal multiple access and network slicing, Master Thesis, University of Oulu, Faculty of Information Technology and Electrical Engineering, Degree Programme in Wireless Communications Engineering, January 2021.

• P. Räsänen, "Event-driven approach for Tennessee Eastman process", Master Thesis, School of Energy Systems, Lappeenranta University of Technology, July 2020