Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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DEDICAT 6G: Dynamic coverage Extension and Distributed Intelligence for human Centric applications with assured security, privacy and trust: from 5G to 6G
Mämmelä, A. (Manager), Forsell, M. (Participant), Anttonen, A. (Participant) & Uitto, M. (Participant)
1/01/21 → 31/12/23
Project: EU project
Research output
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Study and analysis of runtime energy consumption in cellular 5G network: an empirical approach
Uitto, M., Mäkelä, J., Apilo, O., Rantala, S. J., Pinola, J. & Gupta, N., 2026, (Accepted/In press) In: Journal on Wireless Communications and Networking.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Channel Prediction for Resource Allocation in 5G Massive Machine-Type Communications Using Graph Neural Network
Gupta, N., Mäkelä, J., Uitto, M. & Prakash, A., 2025, Advances in VLSI, Communication, and Signal Processing: Select Proceedings of the 7th International Conference, VCAS 2024. Mishra, R. A., Gupta, S. K., Srivastava, V. K. & Mäkelä, J. (eds.). Springer, p. 101-113 13 p. (Lecture Notes in Electrical Engineering, Vol. 1457 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Deep Q-Learning Driven Protocol for Enhanced Border Surveillance with Extended Wireless Sensor Network Lifespan
Rajput, N., Kumar, A., Pal, R., Gupta, N., Uitto, M. & Mäkelä, J., 2025, In: CMES - Computer Modeling in Engineering and Sciences. 143, 3, p. 3839-3859 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Impact of Weather on Satellite Communication: Evaluating Starlink Resilience
Ullah, A., Heikkinen, A., Uitto, M., Anttonen, A. & Mikhaylov, K., 2025, 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring). IEEE Institute of Electrical and Electronic EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
3 Link opens in a new tab Citations (Scopus) -
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks
Gupta, N., Mazzei, M., Mäkelä, J. & Uitto, M., Nov 2025, In: Internet of Things. 34, 101792.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile62 Downloads (Pure)