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09/21/2023
UAV Swarm Deployment and Trajectory for 3D Area Coverage via Reinforcement Learning
Unmanned aerial vehicles (UAVs) are recognized as promising technologies...
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08/14/2023
Routing Recovery for UAV Networks with Deliberate Attacks: A Reinforcement Learning based Approach
The unmanned aerial vehicle (UAV) network is popular these years due to ...
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07/01/2023
The Potential of LEO Satellites in 6G Space-Air-Ground Enabled Access Networks
Space-air-ground integrated networks (SAGINs) help enhance the service p...
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03/15/2023
Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation
Semantic communication is envisioned as a promising technique to break t...
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03/13/2023
Distributionally Robust Chance-Constrained Optimization for Hierarchical UAV-based MEC
Multi-access edge computing (MEC) is regarded as a promising technology ...
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03/02/2023
SFC Deployment in Space-Air-Ground Integrated Networks Based on Matching Game
The space-air-ground integrated network (SAGIN) is dynamic and flexible,...
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02/13/2023
Computation Offloading for Uncertain Marine Tasks by Cooperation of UAVs and Vessels
With the continuous increment of maritime applications, the development ...
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11/10/2022
Column Generation for Optimization Problems in Communication Networks
Numerous communication networks are emerging to serve the various demand...
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07/16/2022
A Survey on Collaborative DNN Inference for Edge Intelligence
With the vigorous development of artificial intelligence (AI), the intel...
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05/24/2022
Edge Semantic Cognitive Intelligence for 6G Networks: Models, Framework, and Applications
Edge intelligence is anticipated to underlay the pathway to connected in...
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03/08/2022
Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning
In this paper, we study the cluster head detection problem of a two-leve...
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02/24/2022
Cognitive Semantic Communication Systems Driven by Knowledge Graph
Semantic communication is envisioned as a promising technique to break t...
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02/12/2022
Hierarchical Aerial Computing for Internet of Things via Cooperation of HAPs and UAVs
With the explosive increment of computation requirements, the multi-acce...
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02/10/2022
Intelligent Resource Allocations for IRS-Assisted OFDM Communications: A Hybrid MDQN-DDPG Approach
In this paper, we study the resource allocation problem for an intellige...
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01/21/2022
Unmanned Aerial Vehicle Swarm-Enabled Edge Computing: Potentials, Promising Technologies, and Challenges
Unmanned aerial vehicle (UAV) swarm enabled edge computing is envisioned...
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10/26/2021
Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey
Future Internet involves several emerging technologies such as 5G and be...
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06/30/2021
Resilient UAV Swarm Communications with Graph Convolutional Neural Network
In this paper, we study the self-healing problem of unmanned aerial vehi...
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06/25/2021
An Edge Computing Paradigm for Massive IoT Connectivity over High-Altitude Platform Networks
With the advent of the Internet-of-Things (IoT) era, the ever-increasing...
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06/01/2021
A Unified Cognitive Learning Framework for Adapting to Dynamic Environment and Tasks
Many machine learning frameworks have been proposed and used in wireless...
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07/26/2020
Empowering the Edge Intelligence by Air-Ground Integrated Federated Learning in 6G Networks
Ubiquitous intelligence has been widely recognized as a critical vision ...
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04/16/2020
Spatially Correlated Massive MIMO Relay Systems with Low-Resolution ADCs
In this paper, we investigate the massive MIMO relay system, where the r...
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03/24/2020
UAVs as a Service: Boosting Edge Intelligence for Air-Ground Integrated Networks
The air-ground integrated network is a key component of future sixth gen...
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10/11/2019
Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge
AI heralds a step-change in the performance and capability of wireless n...
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05/23/2019
One-bit LFMCW Radar: Spectrum Analysis and Target Detection
One-bit radar involving direct one-bit sampling is a promising technolog...
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07/23/2018
Context-aware Group Buying in Ultra-dense Small Cell Networks: Unity is Strength
The ultra-dense small cell networks (SCNs) have been regarded as a promi...
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05/19/2018
Self-Organizing Relay Selection in UAV Communication Networks: A Matching Game Perspective
For large unmanned aerial vehicle (UAV) networks, the timely communicati...
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12/22/2017
Distributed Relay Selection for Heterogeneous UAV Communication Networks Using A Many-to-Many Matching Game Without Substitutability
This paper proposes a distributed multiple relay selection scheme to max...
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11/29/2017
An Amateur Drone Surveillance System Based on Cognitive Internet of Things
Drones, also known as mini-unmanned aerial vehicles, have attracted incr...
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03/11/2014