139 citations · 851 across the 124 of their papers we have counts for
6 papers · 1 filter
Learning-Based UAV Path Planning for Data Collection with Integrated Collision Avoidance
Xueyuan Wang, M. Cenk Gursoy, Tugba Erpek +1
Unmanned aerial vehicles (UAVs) are expected to be an integral part of wireless networks, and determining collision-free trajectory in multi-UAV non-cooperative scenarios while col…
Multi-Agent Double Deep Q-Learning for Beamforming in mmWave MIMO Networks
Xueyuan Wang, M. Cenk Gursoy
Beamforming is one of the key techniques in millimeter wave (mmWave) multi-input multi-output (MIMO) communications. Designing appropriate beamforming not only improves the quality…
Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning
Feng Wang, Chen Zhong, M. Cenk Gursoy +1
As the applications of deep reinforcement learning (DRL) in wireless communications grow, sensitivity of DRL based wireless communication strategies against adversarial attacks has…
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
Geethu Joseph, M. Cenk Gursoy, Pramod K. Varshney
We consider the problem of detecting anomalies among a given set of processes using their noisy binary sensor measurements. The noiseless sensor measurement corresponding to a norm…
Coverage Analysis for Energy-Harvesting UAV-assisted mmWave Cellular Networks
Xueyuan Wang, M. Cenk Gursoy
In this paper, we jointly consider the downlink simultaneous wireless information and power transfer (SWIPT) and uplink information transmission in unmanned aerial vehicle (UAV)-as…
RSS-Based Detection of Drones in the Presence of RF Interferers
Priyanka Sinha, Yavuz Yapici, Ismail Guvenc +2
Drones will have extensive use cases across various commercial, government, and military sectors, ranging from delivery of consumer goods to search and rescue operations. To mainta…