51 citations · 79 across the 9 of their papers we have counts for
8 papers · 1 filter
Distributed Generative Adversarial Networks for mmWaveChannel Modeling in Wireless UAV Networks
Qianqian Zhang, Aidin Ferdowsi, Walid Saad
In this paper, a novel framework is proposed to enable air-to-ground channel modeling over millimeter wave (mmWave) frequencies in an unmanned aerial vehicle (UAV) wireless network…
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
Qianqian Zhang, Aidin Ferdowsi, Walid Saad +1
In this paper, a novel framework is proposed to perform data-driven air-to-ground (A2G) channel estimation for millimeter wave (mmWave) communications in an unmanned aerial vehicle…
Neural Combinatorial Deep Reinforcement Learning for Age-optimal Joint Trajectory and Scheduling Design in UAV-assisted Networks
Aidin Ferdowsi, Mohamed A. Abd-Elmagid, Walid Saad +1
In this paper, an unmanned aerial vehicle (UAV)-assisted wireless network is considered in which a battery-constrained UAV is assumed to move towards energy-constrained ground node…
Deep Reinforcement Learning for Minimizing Age-of-Information in UAV-assisted Networks
Mohamed A. Abd-Elmagid, Aidin Ferdowsi, Harpreet S. Dhillon +1
Unmanned aerial vehicles (UAVs) are expected to be a key component of the next-generation wireless systems. Due to their deployment flexibility, UAVs are being considered as an eff…
Sleeping Multi-Armed Bandit Learning for Fast Uplink Grant Allocation in Machine Type Communications
Samad Ali, Aidin Ferdowsi, Walid Saad +2
Scheduling fast uplink grant transmissions for machine type communications (MTCs) is one of the main challenges of future wireless systems. In this paper, a novel fast uplink grant…
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
Ursula Challita, Aidin Ferdowsi, Mingzhe Chen +1
Cellular-connected unmanned aerial vehicles (UAVs) will inevitably be integrated into future cellular networks as new aerial mobile users. Providing cellular connectivity to UAVs w…