Search Results for author: Haneya Naeem Qureshi

Found 3 papers, 0 papers with code

Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework

no code implementations24 Apr 2023 Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran

The extensive survey of training data scarcity addressing techniques combined with proposed framework to select a suitable technique for given type of data, can assist researchers and network operators in choosing appropriate methods to overcome the data scarcity challenge in leveraging AI to radio access network automation.

Few-Shot Learning Matrix Completion +1

Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications

no code implementations25 Jun 2020 Haneya Naeem Qureshi, Ali Imran

Providing broadband connectivity to airborne systems using ground based cellular networks is a promising solution as it offers several advantages over satellite-based solutions.

On the Trade-offs between Coverage Radius, Altitude and Beamwidth for Practical UAV Deployments

no code implementations9 Jun 2020 Haneya Naeem Qureshi, Ali Imran

However, they analyze UAV coverage radius and altitude interplay while omitting or over-simplifying an important aspect of UAV deployment, i. e., effect of a realistic antenna pattern.

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