OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Network is 52. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Integrating Sensing and Communications for Ubiquitous IoT: Applications, Trends, and Challenges	445
A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus	322
Artificial-Intelligence-Enabled Intelligent 6G Networks	321
Non-Terrestrial Networks in the 6G Era: Challenges and Opportunities	313
Internet of Things Intrusion Detection: Centralized, On-Device, or Federated Learning?	239
Realizing the Potential of the Internet of Things for Smart Tourism with 5G and AI	189
Federated Learning in Vehicular Networks: Opportunities and Solutions	146
Efficient and Secure Data Sharing for 5G Flying Drones: A Blockchain-Enabled Approach	143
Will Metaverse Be NextG Internet? Vision, Hype, and Reality	129
Analysis of Using Blockchain to Protect the Privacy of Drone Big Data	126
Optimizing Computation Offloading in Satellite-UAV-Served 6G IoT: A Deep Learning Approach	114
Malicious Code Detection under 5G HetNets Based on a Multi-Objective RBM Model	113
Blockchain-Based Data Security for Artificial Intelligence Applications in 6G Networks	109
Toward Resource-Efficient Federated Learning in Mobile Edge Computing	109
A Survey on Zero-Knowledge Proof in Blockchain	103
The Road to European Digital Sovereignty with Gaia-X and IDSA	98
A Machine Learning Approach for Blockchain-Based Smart Home Networks Security	87
Artificial Intelligence Powered Mobile Networks: From Cognition to Decision	85
Channel Modeling and Characteristics for 6G Wireless Communications	81
Roads Infrastructure Digital Twin: A Step Toward Smarter Cities Realization	80
Toward 6G Non-Terrestrial Networks	79
Generative Adversarial Learning for Intelligent Trust Management in 6G Wireless Networks	77
Design Guidelines for Blockchain-Assisted 5G-UAV Networks	77
Semantic Communications in Networked Systems: A Data Significance Perspective	75
Blockchain-Envisioned Softwarized Multi-Swarming UAVs to Tackle COVID-I9 Situations	74

Toward Next Generation Open Radio Access Networks: What O-RAN Can and Cannot Do!	74
Joint Communication, Sensing, and Computation Enabled 6G Intelligent Machine System	73
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems	71
6G Cellular Networks and Connected Autonomous Vehicles	71
Deep Information Fusion-Driven POI Scheduling for Mobile Social Networks	71
Point Cloud Video Streaming: Challenges and Solutions	71
Blockchain-Based Privacy Preservation for 5G-Enabled Drone Communications	70
Toward Intelligent Cooperation of UAV Swarms: When Machine Learning Meets Digital Twin	68
Digital Twin Empowered Mobile Edge Computing for Intelligent Vehicular Lane-Changing	67
Deep Reinforcement Learning for Communication Flow Control in Wireless Mesh Networks	66
UAVs as an Intelligent Service: Boosting Edge Intelligence for Air-Ground Integrated Networks	66
AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment: Challenges and Solutions	65
Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities	65
Research Challenges and Security Threats to AI-Driven 5G Virtual Emotion Applications Using Autonomous Vehicles, Drones, and Smart Devices	64
AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler?	64
Deep Learning for Security Problems in 5G Heterogeneous Networks	64
PIRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks	62
Enhancing 5G SDN/NFV Edge with P4 Data Plane Programmability	62
Computing over Space-Air-Ground Integrated Networks: Challenges and Opportunities	60
Blockchain-Based UAV Path Planning for Healthcare 4.0: Current Challenges and the Way Ahead	59
Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT	58
Deep Learning Based Pathology Detection for Smart Connected Healthcare	56
Trust in 5G and Beyond Networks	54
Machine-Learning-Enabled Cooperative Perception for Connected Autonomous Vehicles: Challenges and Opportunities	53
Blockchain and Federated Learning for 5G Beyond	53
Coherent Passive Optical Networks for 100G/λ-and-Beyond Fiber Access: Recent Progress and Outlook	53
An Evolutionary Pathway for the Quantum Internet Relying on Secure Classical Repeaters	52
Spectrum Sharing for 6G Integrated Satellite-Terrestrial Communication Networks Based on NOMA and CR	52
Federated Edge Learning: Design Issues and Challenges	52
Customized Slicing for 6G: Enforcing Artificial Intelligence on Resource Management	52