Master of Science (MS)
First Advisor's Name
Ahmed S. Ibrahim
First Advisor's Committee Title
Second Advisor's Name
Second Advisor's Committee Title
Third Advisor's Name
Third Advisor's Committee Title
Fourth Advisor's Name
Fourth Advisor's Committee Title
3D localization, downlink, drone, drone antenna array (DAA), in-band, integrated access and backhaul (IAB), optimization, UAV.
Date of Defense
An integrated access and backhaul (IAB) network architecture can enable flexible and fast deployment of next-generation cellular networks. However, mutual interference between access and backhaul links, small inter-site distance and spatial dynamics of user distribution pose major challenges in the practical deployment of IAB networks. To tackle these problems, we leverage the flying capabilities of unmanned aerial vehicles (UAVs) as hovering IAB-nodes and propose an interference management algorithm to maximize the overall sum rate of the IAB network. In particular, we jointly optimize the user and base station associations, the downlink power allocations for access and backhaul transmissions, and the spatial configurations of UAVs. We consider two spatial configuration modes of UAVs: distributed UAVs and drone antenna array (DAA), and show how they are intertwined with the spatial distribution of ground users. Our numerical results show that the proposed algorithm achieves an average of 2.9× and 6.7× gains in the received downlink signal-to-interference-plus-noise ratio (SINR) and overall network sum rate, respectively. Finally, the numerical results reveal that UAVs cannot only be used for coverage improvement but also for capacity boosting in IAB cellular networks.
Previously Published In
A. Fouda, A. S. Ibrahim, I. Guvenc, and M. Ghosh, ``Interference Management Framework for Integrated Access and Backhaul Drone Networks” IEEE Access, Jun. 2019.
A. Fouda, A. S. Ibrahim, I. Guvenc, and M. Ghosh, ``UAV-Based in-band Integrated Access and Backhaul for 5G Communications,” Proc. IEEE Vehic. Technol. Conf. (VTC-Fall)}, Aug 2018, pp. 1–5.
Fouda, Abdurrahman, "Unmanned Aerial Vehicles (UAVs) for Integrated Access and Backhaul (IAB) Communications in Wireless Cellular Networks" (2019). FIU Electronic Theses and Dissertations. 4212.
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