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. Our work contributes towards the following SDG(s):

  • SDG 7 - Affordable and Clean Energy
  • SDG 11 - Sustainable Cities and Communities
  • SDG 13 - Climate Action

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • AdaBoost-Based Channel Estimation in One-Bit Millimeter-Wave MIMO

    Esfandiari, M., Pulkkinen, P., Vorobyov, S. A. & Koivunen, V., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
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  • Beamspace and Frequency Domain ISAC Resource Allocation Using Reinforcement Learning

    Pulkkinen, P., Esfandiari, M. & Koivunen, V., 2025, Conference Record of the 58th Asilomar Conference on Signals, Systems and Computers, ACSSC 2024. Matthews, M. B. (ed.). IEEE, p. 443-449 7 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Beyond-Diagonal Ris: Adversarial Channels and Optimality of Low-Complexity Architectures

    Iivanainen, A., Rajamäki, R. & Koivunen, V., 2025, SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings. IEEE, 5 p. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access