139 citations · 284 across the 9 of their papers we have counts for
9 papers
Resilient Path Planning for UAVs in Data Collection under Adversarial Attacks
Xueyuan Wang, M. Cenk Gursoy
In this paper, we investigate jamming-resilient UAV path planning strategies for data collection in Internet of Things (IoT) networks, in which the typical UAV can learn the optima…
Robust and Decentralized Reinforcement Learning for UAV Path Planning in IoT Networks
Xueyuan Wang, M. Cenk Gursoy
Unmanned aerial vehicle (UAV)-based networks and Internet of Things (IoT) are being considered as integral components of current and next-generation wireless networks. In particula…
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…
Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints
Xueyuan Wang, M. Cenk Gursoy
Unmanned aerial vehicles (UAVs) are expected to be an integral part of wireless networks, and determining collision-free trajectories for multiple UAVs while satisfying requirement…
Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning
Xueyuan Wang, M. Cenk Gursoy, Tugba Erpek +1
Unmanned aerial vehicles (UAVs) are expected to be an integral part of wireless networks. In this paper, we aim to find collision-free paths for multiple cellular-connected UAVs, w…
Uplink Coverage in Heterogeneous mmWave Cellular Networks with Clustered Users
Xueyuan Wang, M. Cenk Gursoy
A K-tier heterogeneous mmWave uplink cellular network with clustered user equipments (UEs) is considered in this paper. In particular, UEs are assumed to be clustered around small-…
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…
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…
Coverage in Downlink Heterogeneous mmWave Cellular Networks with User-Centric Small Cell Deployment
Xueyuan Wang, Esma Turgut, M. Cenk Gursoy
A K-tier heterogeneous downlink millimeter wave (mmWave) cellular network with user-centric small cell deployments is studied in this paper. In particular, we consider a heterogene…