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PEER REVIEWED ARTICLES

[J8]  F. W. Murti, S. Ali and M. Latva-Aho, "A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration," in IEEE Open Journal of the Communications Society, 2024.

[J7]  F. W. Murti, S. Ali, G. Iosifidis and M. Latva-aho, "Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs," in IEEE Transactions on Network and Service Management, 2024. 

[J6] F.W. Murti, S. Ali, M. Latva-aho, Constrained Deep Reinforcement Based Functional Split Optimization in Virtualized RANs. IEEE Transactions on Wireless Communications. 2022 (Accepted) 

[J5] F.W. Murti, J.A. Ayala-Romero, A. Garcia-Saavedra, X. Costa-Perez, G. Iosifidis, Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks. IEEE Transactions on Wireless Communications. 2021. 

[J4] F.W. Murti, R.F. Siregar, M. Royyan, S.Y. Shin, Exploiting non-orthogonal multiple access in downlink coordinated multipoint transmission with the presence of imperfect channel state information. International Journal of Communication Systems. Wiley. 2020.

[J3] R.F. Siregar, F.W. Murti, S.Y. Shin, Bit allocation approach of spatial modulation for multi-user scenario , Journal of Network and Computer Applications. Elsevier, 2019.

[J2] O.D. Saputra, F.W. Murti, M. Irfan, N.N. Putri, S.Y. Shin, Journal of information and communication convergence engineering, 2018

[J1] F.W. Murti, R.F. Siregar, S.Y. Shin, SU-MIMO based uplink non-orthogonal multiple access for 5G , Journal of Network and Computer Applications. Elsevier, 2018.

INT. CONFERENCES

[C6] FW Murti, S. Ali, G. Iosifidis, M. Latva-aho, Learning-Based Orchestration for Dynamic Functional Split and Resource Allocation in vRANs, Proc. of The 2022 Joint European Conference on Networks and Communications (EuCNC) & 6G Summit (The Best European Student Paper Award)

[C5] FW Murti, S. Ali, M. Latva-aho, Deep Reinforcement Based Optimization of Function Splitting in Virtualized Radio Access Networks, IEEE International Conference on Communications 2021 (ICC 2021) Workshop.

[C4] FW Murti, A Garcia-Saavedra, X Costa-Perez, G Iosifidis, On the Optimization of Multi-Cloud Virtualized Radio Access Networks, IEEE International Conference on Communications 2020 (ICC 2020).

[C3] FW Murti, SY Shin, User pairing schemes based on channel quality indicator for uplink non-orthogonal multiple access, 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN)  

[C2] RF Siregar, FW Murti, SY Shin, Combination of spatial modulation and non-orthogonal multiple access using hybrid detection scheme, 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN)

[C1] FW Murti, RP Astuti, BS Nugroho, Enhancing performance of block diagonalization precoding in multi user MIMO (MU-MIMO) downlink, 2015 3rd International Conference on Information and Communication Technology (ICoICT)