Wireless Communications with Unmanned Aerial Vehicles: Opportunities and Challenges
arXiv:1602.03602 · doi:10.1109/MCOM.2016.7470933
Abstract
Wireless communication systems that include unmanned aerial vehicles (UAVs) promise to provide cost-effective wireless connectivity for devices without infrastructure coverage. Compared to terrestrial communications or those based on high-altitude platforms (HAPs), on-demand wireless systems with low-altitude UAVs are in general faster to deploy, more flexibly re-configured, and are likely to have better communication channels due to the presence of short-range line-of-sight (LoS) links. However, the utilization of highly mobile and energy-constrained UAVs for wireless communications also introduces many new challenges. In this article, we provide an overview of UAV-aided wireless communications, by introducing the basic networking architecture and main channel characteristics, highlighting the key design considerations as well as the new opportunities to be exploited.
To appear in IEEE Communications Magazine
References in corpus (1)
Cited by in corpus (305)
- Unmanned Aerial Vehicles: A Survey on Civil Applications and Key Research Challenges
- UAV Communications for 5G and Beyond: Recent Advances and Future Trends
- Blockchain for Internet of Things: A Survey
- Placement Optimization of UAV-Mounted Mobile Base Stations
- Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity
- 3D Placement of an Unmanned Aerial Vehicle Base Station for Maximum Coverage of Users with Different QoS Requirements
- Joint Computation and Communication Design for UAV-Assisted Mobile Edge Computing in IoT
- A Survey on Non-Geostationary Satellite Systems: The Communication Perspective
- UAV-Assisted Relaying and Edge Computing: Scheduling and Trajectory Optimization
- Communication and Control in Collaborative UAVs: Recent Advances and Future Trends
- UAV-Aided Offloading for Cellular Hotspot
- Joint Optimization of a UAV's Trajectory and Transmit Power for Covert Communications
- Cyclical Multiple Access in UAV-Aided Communications: A Throughput-Delay Tradeoff
- Unmanned Aerial Vehicle for Internet of Everything: Opportunities and Challenges
- Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks
- Uplink Cooperative NOMA for Cellular-Connected UAV
- Fast Deployment of UAV Networks for Optimal Wireless Coverage
- Cellular Connectivity for UAVs: Network Modeling, Performance Analysis and Design Guidelines
- Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective
- Enabling 5G on the Ocean: A Hybrid Satellite-UAV-Terrestrial Network Solution
- A Survey on Cellular-connected UAVs: Design Challenges, Enabling 5G/B5G Innovations, and Experimental Advancements
- SARDO: An Automated Search-and-Rescue Drone-based Solution for Victims Localization
- Artificial Intelligence for UAV-enabled Wireless Networks: A Survey
- UAV-Enabled Radio Access Network: Multi-Mode Communication and Trajectory Design
- Efficiency Maximization for UAV-Enabled Mobile Relaying Systems with Laser Charging
- At the Dawn of Generative AI Era: A Tutorial-cum-Survey on New Frontiers in 6G Wireless Intelligence
- UAV Base Station Location Optimization for Next Generation Wireless Networks: Overview and Future Research Directions
- Cognitive UAV Communication via Joint Maneuver and Power Control
- An Empirical Air-to-Ground Channel Model Based on Passive Measurements in LTE
- Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
- Non-Coherent and Backscatter Communications: Enabling Ultra-Massive Connectivity in 6G Wireless Networks
- A Comprehensive Survey on 6G Networks:Applications, Core Services, Enabling Technologies, and Future Challenges
- Cooperative Downlink Interference Transmission and Cancellation for Cellular-Connected UAV: A Divide-and-Conquer Approach
- Coverage Analysis for Energy-Harvesting UAV-assisted mmWave Cellular Networks
- Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
- QoS-Compliant 3D Deployment Optimization Strategy for UAV Base Stations
- Fundamental Rate Limits of UAV-Enabled Multiple Access Channel with Trajectory Optimization
- On the Performance of Low-Altitude UAV-Enabled Secure AF Relaying with Cooperative Jamming and SWIPT
- System Architecture for Real-time Surface Inspection Using Multiple UAVs
- Multi-UAV Collaborative Sensing and Communication: Joint Task Allocation and Power Optimization
- A Survey on Energy Optimization Techniques in UAV-Based Cellular Networks: From Conventional to Machine Learning Approaches
- A Telecom Perspective on the Internet of Drones: From LTE-Advanced to 5G
- Energy-saving deployment algorithms of UAV swarm for sustainable wireless coverage
- AI-based Drone Assisted Human Rescue in Disaster Environments: Challenges and Opportunities
- Energy Minimization for Wireless Communication with Rotary-Wing UAV
- Air-to-Ground Channel Characterization for Low-Height UAVs in Realistic Network Deployments
- Accessing From The Sky: A Tutorial on UAV Communications for 5G and Beyond
- Impact of UAV Wobbling on the Air-to-Ground Wireless Channel
- Placement Optimization for UAV-Enabled Wireless Networks with Multi-Hop Backhaul
- Advances in UAV Avionics Systems Architecture, Classification and Integration: A Comprehensive Review and Future Perspectives
- Tutorial on UAV: A Blue Sky View on Wireless Communication
- Non-Orthogonal Multiple Access for Air-to-Ground Communication
- Coverage Probability of 3D Mobile UAV Networks
- Energy-Constrained UAV Data Collection Systems: NOMA and OMA
- Coverage Analysis for UAV-Assisted Cellular Networks in Rural Areas
- Improving PHY-Security of UAV-Enabled Transmission with Wireless Energy Harvesting: Robust Trajectory Design and Communications Resource Allocation
- Joint Power Allocation and Placement Scheme for UAV-assisted IoT with QoS Guarantee
- Performance Characterization of Canonical Mobility Models in Drone Cellular Networks
- Energy-Efficient UAV Communication with Trajectory Optimization
- A Survey on Applications of Cache-Aided NOMA
- Planning UAV Activities for Efficient User Coverage in Disaster Areas
- Joint Trajectory and Communication Design for Multi-UAV Enabled Wireless Networks
- UAV-Assisted Underwater Sensor Networks using RF and Optical Wireless Links
- Interference Avoidance Position Planning in Dual-hop and Multi-hop UAV Relay Networks
- Angle Feedback for NOMA Transmission in mmWave Drone Networks
- The Indoor Mobile Coverage Problem Using UAVs
- Empirical Low-Altitude Air-to-Ground Spatial Channel Characterization for Cellular Networks Connectivity
- Energy and Age Pareto Optimal Trajectories in UAV-assisted Wireless Data Collection
- Detection and blind channel estimation for UAV-aided wireless sensor networks in smart cities under mobile jamming attack
- 6G in the Sky: On-Demand Intelligence at the Edge of 3D Networks
- Terahertz Meets Untrusted UAV-Relaying: Minimum Secrecy Energy Efficiency Maximization via Trajectory and Communication Co-design
- Performance Analysis and Optimization for the MAC Protocol in UAV-based IoT Network
- A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art
- An Overview on Integrated Localization and Communication Towards 6G
- Multi-cell Edge Coverage Enhancement Using Mobile UAV-Relay
- Enabling Communication Technologies for Automated Unmanned Vehicles in Industry 4.0
- A Multi-Layer Feedback System Approach to Resilient Connectivity of Remotely Deployed Mobile Internet of Things
- Joint Traffic-Aware UAV Placement and Predictive Routing for Aerial Networks
- On the Secrecy of UAV Systems With Linear Trajectory
- Robust Linear Precoder Design for 3D Massive MIMO Downlink with A Posteriori Channel Model
- Securing UAV Communications via Joint Trajectory and Power Control
- Cellular-Connected UAV: Potentials, Challenges and Promising Technologies
- Joint Radar and Communication Design: Applications, State-of-the-art, and the Road Ahead
- A New Store-then-Amplify-and-Forward Protocol for UAV Mobile Relaying
- Physical Layer Security in UAV Systems: Challenges and Opportunities
- Prospective Multiple Antenna Technologies for Beyond 5G
- CoMP in the Sky: UAV Placement and Movement Optimization for Multi-User Communications
- An UAV-based Experimental Setup for Propagation Characterization in Urban Environment
- B.A.T.Mobile: Leveraging Mobility Control Knowledge for Efficient Routing in Mobile Robotic Networks
- Network-Connected UAV Communications: Potentials and Challenges
- Safeguarding Wireless Network with UAVs: A Physical Layer Security Perspective
- Minimum Throughput Maximization in UAV-Aided Wireless Powered Communication Networks
- Wireless Surveillance of Two-Hop Communications
- Securing UAV Communications Via Trajectory Optimization
- Distributed and Multi-layer UAV Network for the Next-generation Wireless Communication
- Optimal Measurement of Drone Swarm in RSS-based Passive Localization with Region Constraints
- Common Throughput Maximization in UAV-Enabled OFDMA Systems with Delay Consideration
- UAV-Enabled Wireless Power Transfer with Directional Antenna: A Two-User Case
- Towards 6G Communications: Architecture, Challenges, and Future Directions
- Goal-oriented Semantic Communications for Robotic Waypoint Transmission: The Value and Age of Information Approach
- Blocking Probability and Spatial Throughput Characterization for Cellular-Enabled UAV Network with Directional Antenna
- Millimeter-Wave for Unmanned Aerial Vehicles Networks: Enabling Multi-Beam Multi-Stream Communications
- Unmanned Aerial Vehicle and Optimal Relay for Extending Coverage in Post-Disaster Scenarios
- UAV-Aided Cellular Communications with Deep Reinforcement Learning Against Jamming
- Mobile Edge Computing for Cellular-Connected UAV: Computation Offloading and Trajectory Optimization
- UAV-Enabled Wireless Power Transfer: Trajectory Design and Energy Optimization
- Throughput Maximization for UAV-Enabled Wireless Powered Communication Networks
- On Correcting Errors in Existing Mathematical Approaches for UAV Trajectory Design Considering No-Fly-Zones
- Fundamentals of Drone Cellular Network Analysis under Random Waypoint Mobility Model
- Trajectory Optimization for Completion Time Minimization in UAV-Enabled Multicasting
- Physical Layer Security for UAV Communications in 5G and Beyond Networks
- 3-D Dynamic UAV Base Station Location Problem
- Energy Efficient Resource Allocation in UAV-Enabled Mobile Edge Computing Networks
- On the Performance of Renewable Energy-Powered UAV-Assisted Wireless Communications
- Cellular-Enabled UAV Communication: A Connectivity-Constrained Trajectory Optimization Perspective
- Cellular-Connected UAV: Uplink Association, Power Control and Interference Coordination
- UAV-Enabled Wireless Power Transfer: Trajectory Design and Energy Region Characterization
- Characterizing the UAV-to-Machine UWB Radio Channel in Smart Factories
- Exploring the Synergy: A Review of Dual-Functional Radar Communication Systems
- Joint Trajectory and Communication Design for UAV-Enabled Multiple Access
- Trajectory Design and Power Control for Multi-UAV Assisted Wireless Networks: A Machine Learning Approach
- UAV-Aided Wireless Communication Designs With Propulsion Energy Limitations
- Throughput Maximization for Laser-Powered UAV Wireless Communication Systems
- Network Formation in the Sky: Unmanned Aerial Vehicles for Multi-hop Wireless Backhauling
- 3D Trajectory Optimization in Rician Fading for UAV-Enabled Data Harvesting
- Ultra-Reliable Device-Centric Uplink Communications in Airborne Networks: A Spatiotemporal Analysis
- Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications
- Reinforcement Learning in Multiple-UAV Networks: Deployment and Movement Design
- Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning
- Joint Altitude and Beamwidth Optimization for UAV-Enabled Multiuser Communications
- Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks
- Robust Trajectory and Transmit Power Design for Secure UAV Communications
- Secrecy Energy Efficiency Maximization for UAV-Enabled Mobile Relaying
- Mobile Edge Computing in Unmanned Aerial Vehicle Networks
- Energy Efficient UAV Communication with Energy Harvesting
- Coverage Analysis of Cellular-Connected UAV Communications with 3GPP Antenna and Channel Models
- Radio Map Based 3D Path Planning for Cellular-Connected UAV
- Cellular-Enabled UAV Communication: Trajectory Optimization Under Connectivity Constraint
- Low-Complexity Joint Power Allocation and Trajectory Design for UAV-Enabled Secure Communications with Power Splitting
- UAV-assisted Distributed Learning for Environmental Monitoring in Rural Environments
- Trajectory and Power Optimization for Multi-UAV Enabled Emergency Wireless Communications Networks
- Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
- UAV-assisted Cooperative Communications with Wireless Information and Power Transfer
- A Comprehensive Overview on 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence
- Energy Trade-off in Ground-to-UAV Communication via Trajectory Design
- Trajectory Design for UAV-Based Internet-of-Things Data Collection: A Deep Reinforcement Learning Approach
- A Survey on Millimeter-Wave Beamforming Enabled UAV Communications and Networking
- Multiple Antenna Aided NOMA in UAV Networks: A Stochastic Geometry Approach
- Self-Organizing Relay Selection in UAV Communication Networks: A Matching Game Perspective
- Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning
- Millimeter-Wave Full-Duplex UAV Relay: Joint Positioning, Beamforming, and Power Control
- Experimental Characterization of Air-to-ground Propagation at mm-Wave Frequencies in Dense Urban Environment
- Artificial Intelligence Aided Next-Generation Networks Relying on UAVs
- Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications
- Path Design for Cellular-Connected UAV with Reinforcement Learning
- Survivable Networks via UAV Swarms Guided by Decentralized Real-Time Evolutionary Computation
- UAV-Enabled Confidential Data Collection in Wireless Networks
- Power Control in UAV-Supported Ultra Dense Networks: Communications, Caching, and Energy Transfer
- No Peeking through My Windows: Conserving Privacy in Personal Drones
- Optimal 1D Trajectory Design for UAV-Enabled Multiuser Wireless Power Transfer
- Drone-Assisted Communications for Remote Areas and Disaster Relief
- UAV-Enabled Covert Wireless Data Collection
- Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach
- Network-Connected UAV: 3D System Modeling and Coverage Performance Analysis
- An Energy-efficient Aerial Backhaul System with Reconfigurable Intelligent Surface
- Energy-Efficient Resource Allocation for Secure UAV Communication Systems
- Hybrid Offline-Online Design for UAV-Enabled Data Harvesting in Probabilistic LoS Channel
- Channel Model in Urban Environment for Unmanned Aerial Vehicle Communications
- UAV-Involved Wireless Physical-Layer Secure Communications: Overview and Research Directions
- An Actor-Critic-Based UAV-BSs Deployment Method for Dynamic Environments
- Multi-UAV Mobile Edge Computing and Path Planning Platform based on Reinforcement Learning
- Survey on UAV Cellular Communications: Practical Aspects, Standardization Advancements, Regulation, and Security Challenges
- Overcoming Endurance Issue: UAV-Enabled Communications with Proactive Caching
- Throughput Maximization for Mobile Relaying Systems
- Energy Aware Trajectory Optimization for Aerial Base Stations
- Exploiting NOMA for UAV Communications in Large-Scale Cellular Networks
- QoS-Aware Routing in Wireless Networks Using Aerial Vehicles
- Intelligent User Clustering and Robust Beamforming Design for UAV-NOMA Downlink
- Achievable Data Rate for URLLC-Enabled UAV Systems with 3-D Channel Model
- Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning
- UAV-Enabled Wireless Power Transfer: A Tutorial Overview
- Energy-Efficient UAV Backscatter Communication with Joint Trajectory Design and Resource Optimization
- Towards Big data processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System
- Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks
- On the Beamforming Design of Millimeter Wave UAV Networks: Power vs. Capacity Trade-Offs
- Jamming-assisted Proactive Eavesdropping over Two Suspicious Communication Links
- A Comprehensive Survey on Moving Networks
- Energy Optimization for Cellular-Connected Multi-UAV Mobile Edge Computing Systems with Multi-Access Schemes
- UAV Communications with WPT-aided Cell-Free Massive MIMO Systems
- Efficient Local Map Search Algorithms for the Placement of Flying Relays
- Towards Power-Efficient Aerial Communications via Dynamic Multi-UAV Cooperation
- Next Generation Backscatter Communication: Systems, Techniques and Applications
- Energy-Efficient Cooperative Caching in UAV Networks
- UAV-Enabled Cooperative Jamming for Improving Secrecy of Ground Wiretap Channel
- Massive MIMO for Drone Communications: Case Studies and Future Directions
- Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning
- Robust Secure UAV Communications with the Aid of Reconfigurable Intelligent Surfaces
- Multi-Beam Multi-Stream Communications for 5G and Beyond Mobile User Equipment and UAV Proof of Concept Designs
- Secrecy and Covert Communications against UAV Surveillance via Multi-Hop Networks
- Multi-layer Unmanned Aerial Vehicle Networks: Modeling and Performance Analysis
- Cognitive UAV Communication via Joint Trajectory and Power Control
- Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems
- UAV Positioning and Power Control for Two-Way Wireless Relaying
- Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks
- Unmanned Aerial Vehicle-Aided Communications: Joint Transmit Power and Trajectory Optimization
- Energy-Efficient Data Collection in UAV Enabled Wireless Sensor Network
- A User-Centric Cooperative Scheme for UAV Assisted Wireless Networks in Malfunction Areas
- Joint Channel Assignment and Power Allocation for Multi-UAV Communication
- Deep Q-Network Based Dynamic Movement Strategy in a UAV-Assisted Network
- A Survey of Prototype and Experiment for UAV Communications
- Age-Optimal UAV Scheduling for Data Collectionwith Battery Recharging
- On the Influence of Charging Stations Spatial Distribution on Aerial Wireless Networks
- AI-based Radio Resource Management and Trajectory Design for PD-NOMA Communication in IRS-UAV Assisted Networks
- Dynamic Trajectory and Offloading Control of UAV-enabled MEC under User Mobility
- Energy and Delay aware Physical Collision Avoidance in Unmanned Aerial Vehicles
- Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading
- Time-Weighted Coverage of Integrated Aerial and Ground Networks for Post-Disaster Communications
- Resource Allocation for Secure Multi-UAV Communication Systems with Multi-Eavesdropper
- 3D UAV Trajectory and Communication Design for Simultaneous Uplink and Downlink Transmission
- UAV-enabled Secure Communication with Finite Blocklength
- Online Maneuver Design for UAV-Enabled NOMA Systems via Reinforcement Learning
- MmWave UAV Networks with Multi-cell Association: Performance Limit and Optimization
- UAV Swarm-Enabled Aerial CoMP: A Physical Layer Security Perspective
- Impact of an Interfering Node on Unmanned Aerial Vehicle Communications
- A Coalition-Based Communication Framework for Task-Driven Flying Ad-Hoc Networks
- Optimal 3D-Trajectory Design and Resource Allocation for Solar-Powered UAV Communication Systems
- Deployment Strategies of Multiple Aerial BSs for User Coverage and Power Efficiency Maximization
- Engineering Radio Map for Wireless Resource Management
- Robust Fuzzy-Learning For Partially Overlapping Channels Allocation In UAV Communication Networks
- Outage Probability of UAV Communications in the Presence of Interference
- An Edge Computing Empowered Radio Access Network With UAV-Mounted FSO Fronthaul and Backhaul: Key Challenges and Approaches
- Beam Tracking for UAV Mounted SatCom on-the-Move with Massive Antenna Array
- Networking of Internet of UAVs: Challenges and Intelligent Approaches
- Feasibility Study of UAV-Assisted Anti-Jamming Positioning
- UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning
- Deployment of Drone Base Stations for Cellular Communication Without Apriori User Distribution Information
- SREC: Proactive Self-Remedy of Energy-Constrained UAV-Based Networks via Deep Reinforcement Learning
- Receding Horizon Optimization for Energy-Efficient UAV Communication
- Time Varying Channel Tracking for Multi-UAV Wideband Communications with Beam Squint
- Securing Communications with Friendly Unmanned Aerial Vehicle Jammers
- Spatial and Temporal Management of Cellular HetNets with Multiple Solar Powered Drones
- Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems
- Cooperative Anti-Jamming for UAV Networks: A Local Altruistic Game Approach
- Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks
- Best Relay Selection in Gaussian Half-Duplex Diamond Networks
- UAV Deployment, Device Scheduling and Resource Allocation for Energy-Efficient UAV-Aided IoT Networks with NOMA
- An Overview of Collision Avoidance Approaches and Network Architecture of Unmanned Aerial Vehicles (UAVs)
- Energy Management and Trajectory Optimization for UAV-Enabled Legitimate Monitoring Systems
- On Ergodic Capacity and Optimal Number of Tiers in UAV-Assisted Communication Systems
- Optimal Power Allocation for Minimizing Outage Probability of UAV Relay Communications
- Radio-Map-Based Robust Positioning Optimization for UAV-Enabled Wireless Power Transfer
- Combating the Control Signal Spoofing Attack in UAV Systems
- Secrecy Transmission in Large-Scale UAV-Enabled Wireless Networks
- Cooperative Strategies for {UAV}-Enabled Small Cell Networks Sharing Unlicensed Spectrum
- A Unified Spatial Framework for UAV-aided MmWave Networks
- UAV-Enabled Uplink Non-Orthogonal Multiple Access System: Joint Deployment and Power Control
- Connectivity and Blockage Effects in Millimeter-Wave Air-To-Everything Networks
- Clustering-based Multicast Scheme for UAV Networks
- UAV Communications Based on Non-Orthogonal Multiple Access
- UAV Offloading: Spectrum Trading Contract Design for UAV Assisted 5G Networks
- Wireless Networks with Cache-Enabled and Backhaul-Limited Aerial Base Stations
- Unmanned Aerial Vehicle Assisted Cellular Communication
- Stochastic Geometry-Based Analysis of Airborne Base Stations with Laser-powered UAVs
- Throughput Maximization for UAV-aided Backscatter Communication Networks
- Construction and Maintenance of Swarm Drones
- A UAV-Mounted Free Space Optical Communication: Trajectory Optimization for Flight Time
- Joint 3D Maneuver and Power Adaptation for Secure UAV Communication with CoMP Reception
- Joint Blocklength and Location Optimization for URLLC-enabled UAV Relay Systems
- Communications and Signals Design for Wireless Power Transmission
- Optimal Detection of UAV's Transmission with Beam Sweeping in Wireless Networks
- Optimal Power Allocation for Secure Directional Modulation Networks with a Full-duplex UAV User
- Impact of 3D Antenna Radiation Patterns on TDOA-Based Wireless Localization of UAVs
- Aerial Base Stations Deployment in 6G Cellular Networks using Tethered Drones: The Mobility and Endurance Trade-off
- Joint Trajectory and Resource Allocation Design for Energy-Efficient Secure UAV Communication Systems
- Over the Sea UAV Based Communication
- Decoding Probability Analysis of Network-Coded Data Collection and Delivery by Relay Drones
- Latency-Minimized Design of Secure Transmissions in UAV-Aided Communications
- Non-Orthogonal Multiple Access for UAV-Aided Heterogeneous Networks: A Stochastic Geometry Model
- A Fast Gateway Placement Algorithm for Flying Networks
- NOMA in UAV-aided cellular offloading: A machine learning approach
- 3-D Deployment of UAV Swarm for Massive MIMO Communications
- UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
- Saving Lives at Sea with UAV-assisted Wireless Networks
- Joint UAV Activation and Placement for Post-Disaster Wireless Restoration via a Hybrid Quantum-Inspired Evolutionary Framework
- Throughput Maximization of UAV Networks
- Task and Bandwidth Allocation for UAV-Assisted Mobile Edge Computing with Trajectory Design
- Performance Analysis for Multi-layer Unmanned Aerial Vehicle Networks
- Three-Dimensional Trajectory Design for Multi-User MISO UAV Communications: A Deep Reinforcement Learning Approach
- Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning
- Capacity of UAV-Enabled Multicast Channel: Joint Trajectory Design and Power Allocation
- Joint Altitude, Beamwidth, Location and Bandwidth Optimization for UAV-Enabled Communications
- Enhanced RSS-based UAV Localization via Trajectory and Multi-base Stations
- Flight Sensor Data and Beamforming based Integrated UAV Tracking with Channel Estimation using Gaussian Process Regression
- Joint Placement Optimization and RNC in UAV-based Wireless Multicast Networks
- Performance Analysis for the CMSA/CA Protocol in UAV-based IoT network
- Coverage Probability Analysis of UAV Cellular Networks in Urban Environments
- Real-time Video Streaming and Control of Cellular-Connected UAV System: Prototype and Performance Evaluation
- Connecting flying backhauls of UAVs to enhance vehicular networks with fixed 5G NR infrastructure
- A Cyber Physical System Framework for UAV Communications
- On the Trade-offs between Coverage Radius, Altitude and Beamwidth for Practical UAV Deployments
- QoE-Driven UAV-Enabled Pseudo-Analog Wireless Video Broadcast: A Joint Optimization of Power and Trajectory
- Joint Transmit Power and Placement Optimization for URLLC-enabled UAV Relay Systems
- Cluster-Head-Driven UAV Relaying with Recursive Maximum Minimum Distance using CRANs
- Mobile Cloud Computing with a UAV-Mounted Cloudlet: Optimal Bit Allocation for Communication and Computation
- Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs