Ioan-Sorin Comşa

Dr. Ioan-Sorin Comsa is a Research Assistant in 5G radio resource scheduling at Brunel University, London, UK. He was awarded the B.Sc. and M.Sc. degrees in Telecommunications from the Technical University of Cluj-Napoca, Romania in 2008 and 2010, respectively. He received his Ph.D. degree from the Institute for Research in Applicable Computing, University of Bedfordshire, UK in June 2015. He was also a Ph.D. Researcher with the Institute of Complex Systems, University of Applied Sciences of Western Switzerland. Since 2015, he worked as a Research Engineer at CEA-LETI in Grenoble, France. His research interests include intelligent radio resource and QoS management, reinforcement learning, data mining, distributed and parallel computing, adaptive multimedia delivery in heterogeneous wireless networks.

Publications

Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks
Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks
Ioan-Sorin Comşa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Ramona Trestian, Gheorghiţă Ghinea. © 2021. 36 pages.
The user experience constitutes an important quality metric when delivering high-definition video services in wireless networks. Failing to provide these services within...
Next-Generation Wireless Networks Meet Advanced Machine Learning Applications
Next-Generation Wireless Networks Meet Advanced Machine Learning Applications
Ioan-Sorin Comşa, Ramona Trestian. © 2019. 356 pages.
The ever-evolving wireless technology industry is demanding new technologies and standards to ensure a higher quality of experience for global end-users. This developing...
Machine Learning in Radio Resource Scheduling
Machine Learning in Radio Resource Scheduling
Ioan-Sorin Comşa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Ramona Trestian, Gheorghiţă Ghinea. © 2019. 33 pages.
In access networks, the radio resource management is designed to deal with the system capacity maximization while the quality of service (QoS) requirements need be satisfied for...
Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks
Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks
Ioan-Sorin Comşa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Ramona Trestian, Gheorghiţă Ghinea. © 2019. 36 pages.
The user experience constitutes an important quality metric when delivering high-definition video services in wireless networks. Failing to provide these services within...
International Journal of Wireless Networks and Broadband Technologies (IJWNBT)
International Journal of Wireless Networks and Broadband Technologies (IJWNBT)
Purav Shah. Est. 2011.
The International Journal of Wireless Networks and Broadband Technologies (IJWNBT) publishes peer reviewed quality papers that present state-of-the-art innovative findings and...