An innovative machine-learning-based scheduling solution for improving live UHD video streaming quality in highly dynamic network environments

IS Comşa, GM Muntean… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The latest advances in terms of network technologies open up new opportunities for high-
end applications, including using the next generation video streaming technologies. As …

Dynamic CU-DU selection for resource allocation in O-RAN using actor-critic learning

S Mollahasani, M Erol-Kantarci… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Recently, there has been tremendous efforts by network operators and equipment vendors
to adopt intelligence and openness in the next generation radio access network (RAN). The …

Actor-critic learning based QoS-aware scheduler for reconfigurable wireless networks

S Mollahasani, M Erol-Kantarci, M Hirab… - … on Network Science …, 2021 - ieeexplore.ieee.org
The flexibility offered by reconfigurable wireless networks, provide new opportunities for
various applications such as online AR/VR gaming, high-quality video streaming and …

An efficient resource allocation strategy for future wireless cellular systems

M Abaii, Y Liu, R Tafazolli - IEEE Transactions on Wireless …, 2008 - ieeexplore.ieee.org
Future mobile communication systems will be designed to support a wide range of data
rates with complex quality of service matrix. It is becoming more challenging to optimize the …

A novel fuzzy inference-based technique for dynamic link adaptation in SDR wideband waveform

M Zeeshan, SA Khan - IEEE Transactions on Communications, 2016 - ieeexplore.ieee.org
A new dynamic link adaptation technique based on a fuzzy inference system for hybrid
multicode code division multiple access/time division multiple access wideband networking …

Cross-layer scheduling for multiuser H. 264 video transmission over wireless networks

F Li, G Liu, L He - IET communications, 2010 - IET
The problem of the scheduling of the multiuser H. 264 video transmission over wireless
networks is addressed in this work. A cross-layer algorithm, including the application (APP) …

Mission-driven resource management for reconfigurable sensing systems

TH de Groot, OA Krasnov, AG Yarovoy - IEEE Systems Journal, 2016 - ieeexplore.ieee.org
Modern sensors, such as multifunctional radars, comprise many settings and the number of
controllable settings is increasing due to technological advance. Although having many …

Downlink scheduling schemes for CDMA networks with adaptive modulation and coding and multicodes

R Kwan, C Leung - IEEE Transactions on Wireless …, 2007 - ieeexplore.ieee.org
For the problem of allocating radio resources in the downlink of a CDMA network studied in
[1], the modulation and coding schemes, numbers of multicodes, and transmit powers used …

Multiuser scheduling in high speed downlink packet access

R Kwan, ME Aydin, C Leung, J Zhang - IET communications, 2009 - IET
Multiuser scheduling is an important aspect in the performance optimisation of a wireless
network as it allows multiple users to efficiently access a shared channel by exploiting …

A cross-layer delay differentiation packet scheduling scheme for multimedia content delivery in 3G satellite multimedia systems

L Fan, H Du, U Mudugamuwa… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
The design of efficient packet scheduling algorithms, which play a key role in the radio
resource management (RRM), is crucial for the multimedia delivery in the satellite digital …