OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Mobile Computing is 71. 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 2021-12-01 to 2025-12-01.)

Article	Citations
An Adaptive Dual-Mode Task-Oriented Resource Management Strategy for GEO Relay Systems	432
Imitation Learning for Adaptive Video Streaming With Future Adversarial Information Bottleneck Principle	305
HT-FL: Hybrid Training Federated Learning for Heterogeneous Edge-Based IoT Networks	294
RoSeFi: A Robust Sedentary Behavior Monitoring System With Commodity WiFi Devices	234
Online Estimation and Adaptation for Random Access with Successive Interference Cancellation	214
Reducing Transmission Cost of Distributed Principal Components Analysis in Wireless Networks With Accuracy Guaranteed	205
Achievable Rate Maximization for Multi-IRS Assisted AAV-NOMA Networks	201
Enabling Feedback-Free MIMO Transmission for FD-RAN: A Data-Driven Approach	187
Towards Risk-Averse Edge Computing With Deep Reinforcement Learning	182
DPS: Dynamic Pricing and Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks	179
AirWrite: An Aerial Handwriting Trajectory Tracking and Recognition System With mmWave	176
Efficient Federated Learning With Enhanced Privacy via Lottery Ticket Pruning in Edge Computing	166
Energy-Efficient Overlay Protocol for BLE Beacon-Based Mesh Network	164
Indirect-Communication Federated Learning via Mobile Transporters	157
A Power Saving Scheme for IEEE 802.15.3d THz Wireless Communication Links	147
ASTL: Accumulative STL With a Novel Robustness Metric for IoT Service Monitoring	142
ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches	129
Energy-Efficient Coordinated Beamforming in Multi-Pair MISO Networks With CDI and Eavesdroppers	124
A Deterministic-Latency MAC Protocol for Future Automotive Ethernet	123
Task-Oriented Semantic Communication in Large Multimodal Models-Based Vehicle Networks	122
TraCemop: Toward Federated Learning With Traceable Contribution Evaluation and Model Ownership Protection	121
Task-Oriented Mulsemedia Communication Using Unified Perceiver and Conformal Prediction in 6G Wireless Systems	120
Dynamic User-Scheduling and Power Allocation for SWIPT Aided Federated Learning: A Deep Learning Approach	118
Minimizing Age of Usage Information for Capturing Freshness and Usability of Correlated Data in Edge Computing Enabled IoT Systems	114
A Nonlinearity-Based Secure Face-to-Face Device Authentication for Mobile Devices	109

User-Echo Association and Perspective Selection With High-Resolution Range Profile for Integrated Sensing and Communication Networks	107
SemanAegis: toward Credential-Aware Semantic Communication against Knowledge Leakage Threats	105
A Bayesian Approach to the Design of Backhauling Topology for 5G IAB Networks	104
Fine-Grained Vibration Based Sensing Using a Smartphone	104
Flipping Free Conditions and Their Application in Sparse Network Localization	103
Ground-Assisted LEO Satellite Federated Learning: Dynamic, Efficient, Distributed Learning	102
Cross-FCL: Toward a Cross-Edge Federated Continual Learning Framework in Mobile Edge Computing Systems	100
Minimizing Age of Semantic Information for Analytics-Oriented Video Streaming Systems	100
Multi-Task Diffusion Incentive Design for Mobile Crowdsourcing in Social Networks	98
Accelerating Federated Codistillation via Adaptive Computation Amount at Network Edge	98
LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks	97
Secure Localization for Underwater Wireless Sensor Networks via AUV Cooperative Beamforming With Reinforcement Learning	97
Adaptive Stabilization Control by Deep Reinforcement Learning for Hovering Drone Surveillance	96
GazePair: Efficient Pairing of Augmented Reality Devices Using Gaze Tracking	92
Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data Selection	91
Patch Matter : Dual Modality Patch Contrastive for Non-stationary Radio Signals	89
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control	89
Safe and Energy-Efficient Trajectory Planning for Heterogeneous Multi-UAV Enabled Mobile Edge Computing	89
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks	88
MTSFBet: A Hand-Gesture-Recognition-Based Identity Authentication Approach for Passive Keyless Entry Against Relay Attack	87
FedSN: A Federated Learning Framework Over Heterogeneous LEO Satellite Networks	86
Stochastic Digital-Twin Service Demand With Edge Response: An Incentive-Based Congestion Control Approach	86
Dual-Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse	85
Staleness-Controlled Asynchronous Federated Learning: Accuracy and Efficiency Tradeoff	83
PTT: Piecewise Transformation Technique for Analyzing Numerical Data Under Local Differential Privacy	83
Comprehensive Cost Optimization for Charger Deployment in Multi-hop Wireless Charging	83
De-Anonymizing Avatars in Virtual Reality: Attacks and Countermeasures	82
Barycentric Coded Distributed Computing With Flexible Recovery Threshold for Collaborative Mobile Edge Computing	81
A Truthful Auction for Graph Job Allocation in Vehicular Cloud-Assisted Networks	81
Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission	80
Maximization of Value of Service for Mobile Collaborative Computing Through Situation-Aware Task Offloading	80
Edge Assisted Mobile Semantic Visual SLAM	80
FedFMSL: Federated Learning of Foundation Models With Sparsely Activated LoRA	79
Adaptive Clustering-Enabled Large-Scale Decentralized Federated Learning	79
FedPE: Adaptive Model Pruning-Expanding for Federated Learning on Mobile Devices	78
Adaptive Deep Feature Fusion for Continuous Authentication With Data Augmentation	76
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems	76
Adaptive Scheduling and Power Control for Multi-Objective Optimization in IEEE 802.15.6 Based Personalized Wireless Body Area Networks	75
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution	75
Energy-Efficient 3-D UAV Ground Node Accessing Using the Minimum Number of UAVs	74
MVSTGN: A Multi-View Spatial-Temporal Graph Network for Cellular Traffic Prediction	74
Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks	74
From Earth to Orbit: Launch Sequence Optimization for LEO Mega-Constellations	73
Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures	72
Privacy-Preserving and Secure Distributed Data Sharing Scheme for VANETs	71
Multi-Agent Deep Reinforcement Learning for Joint Decoupled User Association and Trajectory Design in Full-Duplex Multi-UAV Networks	71