Marian Codreanu

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Associate Professor,
Department of Science and Technology (ITN),
Communications and Transport Systems (KTS),
Linköping University
Marie Skłodowska-Curie Fellow

Luntgatan 2, Campus Norrköping
SE-602 47  Norrköping
E-mail: marian.codreanu@liu.se
Mobile: +46 769465785

Books

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Compressed Sensing with Applications in Wireless Networks
Markus Leinonen, Marian Codreanu, and Georgios Giannakis,
Foundations and Trends® in Signal Processing, Now Publishers, 2019.

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Weighted Sum-Rate Maximization in Wireless Networks: A Review
Pradeep Chathuranga Weeraddana, Marian Codreanu, Matti Latva-aho, Anthony Ephremides, and Carlo Fischione,
Foundations and Trends® in in Networking, Now Publishers, 2012.

Selected papers

Full list of publications available here.

  1. M. Moltafet, M. Leinonen, and M. Codreanu, “Moment generating function of the AoI in multi-source systems with packet management,” IEEE Wireless Communications Letters, submitted Sep. 2020.

  2. M. Hatami, M. Leinonen, and M. Codreanu, “AoI minimization in status update control with energy harvesting sensors,” IEEE Transactions on Communications, submitted Sep. 2020.

  3. M. Moltafet, M. Leinonen, and M. Codreanu, “Average AoI in multi-source systems with source-aware packet management,” IEEE Transactions on Communications, submitted, Mar. 2020, revised Sep. 2020.

  4. M. Moltafet, M. Leinonen, M. Codreanu, and N. Pappas, “Power minimization for age of information constrained dynamic control in wireless sensor networks,” IEEE Journal on Selected Areas in Communications, submitted Jul. 2020.

  5. M. Moltafet, M. Leinonen, and M. Codreanu, “On the age of information in a multi-source queuing model,” IEEE Transactions on Communications, vol. 68, no. 8, pp. 5003–5017, Aug. 2020.

  6. M. Leinonen, and M. Codreanu, “Low-complexity vector quantized compressed sensing via deep neural networks,” IEEE Open Journal of the Communications Society, vol. 1, pp. 1278–1294, Aug. 2020.

  7. M. Moltafet, M. Leinonen, and M. Codreanu, “Worst case age of information in wireless sensor networks: A multi-access channel,” IEEE Wireless Communications Letters, vol. 9, no. 3, pp. 321-325, Mar. 2020.

  8. M. Fountoulakis, N. Pappas, M. Codreanu, and A. Ephremides, “Optimal sampling cost in wireless networks with age of information constraints,” in Proc. IEEE INFOCOM, Age of Information Workshop, Toronto, Canada, Jul.6-9 2020.

  9. M. Leinonen, M. Codreanu, M. Juntti, and G. Kramer, “Rate-distortion performance of lossy compressed sensing of sparse sources,” IEEE Transactions on Communications, vol. 66, no. 10, pp. 4498-4512, Oct. 2018.

  10. M. Leinonen, M. Codreanu, and M. Juntti, “Distributed distortion-rate optimized compressed sensing in wireless sensor networks,” IEEE Transactions on Communications, vol. 66, no. 4, pp. 1609-1623, Apr. 2018.

  11. S. Joshi, S. Manosha, M. Codreanu, and M. Latva-aho, “Dynamic inter-operator spectrum sharing via Lyapunov optimization,” IEEE Transactions on Wireless Communications, vol. 16, no. 10, pp. 6365-6381, Oct. 2017.

  12. U. Wijewardhana and M. Codreanu, “A Bayesian approach for online recovery of streaming signals from compressive measurements,” IEEE Transactions on Signal Processing, vol. 65, no. 1, pp. 184-199, Jan. 2017.

  13. M. Costa, M. Codreanu, and A. Ephremides, “On the age of information in status update systems with packet management,” IEEE Transactions on Information Theory, vol. 62, no. 4, pp. 1897-1910, Apr. 2016.

  14. M. Leinonen, M. Codreanu, and M. Juntti, “Sequential compressed sensing with progressive signal reconstruction in wireless sensor networks,” IEEE Transactions on Wireless Communications, vol. 14, no. 3, pp. 1622-1635, Mar. 2015.

  15. P. C. Weeraddana, M. Codreanu, M. Latva-aho, and A. Ephremides, “Weighted sum-rate maximization for a set of interfering links via branch and bound,” IEEE Transactions on Signal Processing, vol. 59, no. 8, pp. 3977-3996, Aug. 2011.

  16. P. C. Weeraddana, M. Codreanu, M. Latva-aho, and A. Ephremides, “Resource allocation for cross-layer utility maximization in wireless networks,” IEEE Transactions on Vehicular Technology, vol. 60, no. 6, pp. 2790-2809, Jul. 2011.

  17. M. Codreanu, A. Tolli, M. Juntti, and M. Latva-aho, “Joint design of Tx-Rx beamformers in MIMO downlink channel,” IEEE Transactions on Signal Processing, vol. 55, no. 9, pp. 4639-4655, Sept. 2007.

Research Interests

  • Information freshness optimization in wireless networks (Age of Information)

  • Sparse signal processing (compressive sensing and causal signal reconstruction)

  • Machine learning for wireless networks

  • Communications and information theory

  • Mathematical optimization