22 citations · 28 across the 5 of their papers we have counts for
6 papers
Coordinates-based Resource Allocation Through Supervised Machine Learning
Sahar Imtiaz, Sebastian Schiessl, Georgios P. Koudouridis +1
Appropriate allocation of system resources is essential for meeting the increased user-traffic demands in the next generation wireless technologies. Traditionally, the system relie…
Random Forest Resource Allocation for 5G Systems: Performance and Robustness Study
Sahar Imtiaz, Hadi Ghauch, Muhammad Mahboob Ur Rahman +2
Next generation cellular networks will have to leverage large cell densifications to accomplish the ambitious goals for aggregate multi-user sum rates, for which CRAN architecture…
Learning-Based Resource Allocation Scheme for TDD-Based CRAN System
Sahar Imtiaz, Hadi Ghauch, M. Mahboob Ur Rahman +2
Explosive growth in the use of smart wireless devices has necessitated the provision of higher data rates and always-on connectivity, which are the main motivators for designing th…
Coordination and Antenna Domain Formation in Cloud-RAN systems
Hadi Ghauch, Muhammad Mahboob Ur Rahman, Sahar Imtiaz +1
We study here the problem of Antenna Domain Formation (ADF) in cloud RAN systems, whereby multiple remote radio-heads (RRHs) are each to be assigned to a set of antenna domains (AD…
User Assignment in C-RAN Systems: Algorithms and Bounds
Hadi Ghauch, Muhammad Mahboob Ur Rahman, Sahar Imtiaz +3
In this work, we investigate the problem of mitigating interference between so called antenna domains of a cloud radio access network (C-RAN). In contrast to previous work, we turn…
RRH clustering and transmit precoding for interference-limited 5G CRAN downlink
Muhammad Mahboob Ur Rahman, Hadi Ghauch, Sahar Imtiaz +1
In this work, we consider cloud RAN architecture and focus on the downlink of an antenna domain (AD) exposed to external interference from neighboring ADs. With system sum-rate as…