OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Mobile Computing is 9. 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 2021-01-01 to 2025-01-01.)

Article	Citations
Energy Efficient Sampling Policies for Edge Computing Feedback Systems	260
MPKIX: Towards More Accountable and Secure Internet Application Services via Mobile Networked Systems	251
Context-Aware Telco Outdoor Localization	229
Mean-Field Game Theory Based Optimal Caching Control in Mobile Edge Computing	169
Multi-Band Time of Arrival Estimation for Long Term Evolution (LTE) Signals	168
Maximization of Value of Service for Mobile Collaborative Computing Through Situation-Aware Task Offloading	164
Optimization of Flow Allocation in Asynchronous Deterministic 5G Transport Networks by Leveraging Data Analytics	159
Minimizing Age of Usage Information for Capturing Freshness and Usability of Correlated Data in Edge Computing Enabled IoT Systems	149
Energy-Efficient Coordinated Beamforming in Multi-Pair MISO Networks With CDI and Eavesdroppers	141
Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data — Introducing a Second-Generation Inference Problem	139
Reliable and Energy-Efficient UAV Communications: A Cost-Aware Perspective	128
Dual-Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse	127
Secure Localization for Underwater Wireless Sensor Networks Via AUV Cooperative Beamforming With Reinforcement Learning	127
FedPE: Adaptive Model Pruning-Expanding for Federated Learning on Mobile Devices	126
Pushing the Limits of WiFi Sensing With Low Transmission Rates	125
A Dispatching Strategy of Autonomous Robotic Charger Boats for Charging Electric Vessels	123
Distributed Satellite-Terrestrial Cooperative Routing Strategy Based on Minimum Hop-Count Analysis in Mega LEO Satellite Constellation	123
Towards Timely Video Analytics Services at the Network Edge	116
Bitrate Adaptation and Guidance With Meta Reinforcement Learning	112
Taming Distributed One-Hop Multicasting in Millimeter-Wave VANETs	111
Computation Offloading in Multi-Cell Networks With Collaborative Edge-Cloud Computing: A Game Theoretic Approach	110
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation	110
MESON: A Mobility-Aware Dependent Task Offloading Scheme for Urban Vehicular Edge Computing	108
Acoustic-Based Lip Reading for Mobile Devices: Dataset, Benchmark and a Self Distillation-Based Approach	108
DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices	104

Adaptive Data Transmission Control for Spatio-temporal Data Retention over Crowds of Vehicles	101
Game Theoretical Task Offloading for Profit Maximization in Mobile Edge Computing	101
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems	95
A Unified Framework for Guiding Generative AI With Wireless Perception in Resource Constrained Mobile Edge Networks	95
DCP-AHS: A High-Performance Distributed Cooperative Positioning Model for Concave Networks	94
Stochastic Digital-Twin Service Demand With Edge Response: An Incentive-Based Congestion Control Approach	92
Fingerprinting Movements of Industrial Robots for Replay Attack Detection	89
Joint Traffic Offloading and Aging Control in 5G IoT Networks	88
Cooperative Service Placement and Scheduling in Edge Clouds: A Deadline-Driven Approach	87
Layer Dependency-Aware Learning Scheduling Algorithms for Containers in Mobile Edge Computing	85
Comprehensive Cost Optimization for Charger Deployment in Multi-hop Wireless Charging	82
Computer Vision-Assisted 3D Object Localization via COTS RFID Devices and a Monocular Camera	79
On Exploring the Carrying-Charging Demand Balance in Cruising Route Recommendation for Vacant Electric Taxis	78
A Bayesian Approach to the Design of Backhauling Topology for 5G IAB Networks	78
PTT: Piecewise Transformation Technique for Analyzing Numerical Data Under Local Differential Privacy	76
Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform	75
A Cloud-Edge-End Collaboration Framework for Cruising Route Recommendation of Vacant Taxis	75
Providing Active Charging Services: An Assignment Strategy With Profit-Maximizing Heat Maps for Idle Mobile Charging Stations	74
Quantifying Worker Reliability for Crowdsensing Applications: Robust Feedback Rating and Convergence	72
Analyzing Information Cascading in Large Scale Networks: A Fixed Point Approach	71
Collusion-Resistant Worker Recruitment in Crowdsourcing Systems	71
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration	71
PRAM: A Practical Sybil-Proof Auction Mechanism for Dynamic Spectrum Access With Untruthful Attackers	71
FLORA: Fuzzy Based Load-Balanced Opportunistic Routing for Asynchronous Duty-Cycled WSNs	68
Overlay-Based Android Malware Detection at Market Scales: Systematically Adapting to the New Technological Landscape	67
Multi-Agent Deep Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks With Imperfect Channels	66
MVSTGN: A Multi-View Spatial-Temporal Graph Network for Cellular Traffic Prediction	65
Throughput-Optimal Broadcast in Wireless Networks with Point-to-Multipoint Transmissions	62
(In)secure Acoustic Mobile Authentication	61
Dynamic Service Entity Placement for Latency Sensitive Applications in Transportation Systems	60
JoLo: Multi-Device Joint Localization Based on Wireless Data Fusion	60
Multi-Task Diffusion Incentive Design for Mobile Crowdsourcing in Social Networks	60
RoSeFi: A Robust Sedentary Behavior Monitoring System With Commodity WiFi Devices	59
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks	59
Pricing Optimization in MEC Systems: Maximizing Resource Utilization Through Joint Server Configuration and Dynamic Operation	58
Designing and Training of Lightweight Neural Networks on Edge Devices Using Early Halting in Knowledge Distillation	57
Efficient Deployment Strategies for Network Localization With Assisting Nodes	57
Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing	57
Industrial Vision: Rectifying Millimeter-Level Edge Deviation in Industrial Internet of Things With Camera-Based Edge Device	56
On the Impact of Recharging Behavior on Mobility	56
Deduplication-Oriented Mutual-Assisted Cooperative Video Upload for Mobile Crowd Sensing	55
Scanning the Voice of Your Fingerprint With Everyday Surfaces	55
Next Generation Distributed Radio Access Networks With FSO Fronthauling	54
AutoSF: Adaptive Distributed Model Training in Dynamic Edge Computing	54
Distributed Online Learning of Cooperative Caching in Edge Cloud	53
A Multicriteria-Based Forwarding Strategy for Interest Flooding Mitigation on Named Data Wireless Networking	53
Spatial and Temporal Contextual Multi-Armed Bandit Handovers in Ultra-Dense mmWave Cellular Networks	53
BubbleMap: Privilege Mapping for Behavior-Based Implicit Authentication Systems	52
Collective Influence Maximization in Mobile Social Networks	52
Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach	51

An Incentive Auction for Heterogeneous Client Selection in Federated Learning	51
Dynamic Model for Network Selection in Next Generation HetNets With Memory-Affecting Rational Users	50
Enabling Global Cooperation for Heterogeneous Networks via Reliable Concurrent Cross Technology Communications	50
Dynamic User-Scheduling and Power Allocation for SWIPT Aided Federated Learning: A Deep Learning Approach	49
Generalized Lottery Trees: Budget-Balanced Incentive Tree Mechanisms for Crowdsourcing	49
Decentralized Federated Learning With Intermediate Results in Mobile Edge Computing	48
Towards Risk-Averse Edge Computing With Deep Reinforcement Learning	48
Underwater Ultrasonic Wireless Power Transfer: A Battery-Less Platform for the Internet of Underwater Things	48
Interference Characterization in Underlay Cognitive Networks With Intra-Network and Inter-Network Dependence	47
Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach	47
A Queueing Game Based Management Framework for Fog Computing With Strategic Computing Speed Control	47
In-network Placement of Reusable Computing Tasks in an SDN-based Network Edge	47
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing	46
Fine-Grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks	46
Joint Configuration Optimization and GPU Allocation for Multi-Tenant Real-Time Video Analytics on Resource-Constrained Edge	45
Multimodal Named Data Discovery With Interest Broadcast Suppression for Vehicular CPS	45
Cross-Layer Video Synthesizing and Antenna Allocation Scheme for Multi-View Video Provisioning Under Massive MIMO Networks	44
NeuSaver: Neural Adaptive Power Consumption Optimization for Mobile Video Streaming	44
Minimizing File Transfer Time in Opportunistic Spectrum Access Model	44
Intelligent Routing in Directional Ad Hoc Networks Through Predictive Directional Heat Map From Spatio-Temporal Deep Learning	44
FingerPattern: Securing Pattern Lock via Fingerprint-Dependent Friction Sound	43
Accurate Angular Inference for 802.11ad Devices Using Beam-Specific Measurements	43
Learn to Optimize the Constrained Shortest Path on Large Dynamic Graphs	43
Fine-Grained Vibration Based Sensing Using a Smartphone	43
An Optimized LTE-Based Technique for Drone Base Station Dynamic 3D Placement and Resource Allocation in Delay-Sensitive M2M Networks	42
Cooperative Gigabit Content Distribution with Network Coding for mmWave Vehicular Networks	42
GazePair: Efficient Pairing of Augmented Reality Devices Using Gaze Tracking	41
BlockRoam: Blockchain-based Roaming Management System for Future Mobile Networks	41
On the Estimation of Spatial Density From Mobile Network Operator Data	41
MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning	41
Learning Decentralized Traffic Signal Controllers With Multi-Agent Graph Reinforcement Learning	41
A Nonlinearity-Based Secure Face-to-Face Device Authentication for Mobile Devices	41
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks	40
Physical Layer Cross-Technology Communication Via Explainable Neural Networks	40
ScooterID: Posture-based Continuous User Identification from Mobility Scooter Rides	40
Catch Your Breath: Simultaneous RF Tracking and Respiration Monitoring with Radar Pairs	40
Efficient Resource Management for Massive MIMO in High-Density Massive IoT Networks	40
Model Poisoning Attack against Neural Network Interpreters in IoT Devices	40
Enhancing the Applicability of Sign Language Translation	40
Location Selection for Air Quality Monitoring with Consideration of Limited Budget and Estimation Error	39
Effect of Variable Backoff Algorithms on Age of Information in Slotted ALOHA Networks	39
Extracting Payment Tokens Out of Sounds Produced by Magnetic Field Fluctuations	39
Multi-UAVs Network Design Algorithms for Computed Rate Maximization	39
LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT	39
Ultra-Dense Networks: A Holistic Analysis of Multi-Piece Path Loss, Antenna Heights, Finite Users and BS Idle Modes	39
FLASH: Heterogeneity-Aware Federated Learning at Scale	38
Computation Energy Efficiency Maximization for NOMA-Based and Wireless-Powered Mobile Edge Computing With Backscatter Communication	38
Human Mobility Prediction Based on Trend Iteration of Spectral Clustering	38
Time-Efficient Target Tags Information Collection in Large-Scale RFID Systems	38
Workload Re-Allocation for Edge Computing With Server Collaboration: A Cooperative Queueing Game Approach	38
CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing	37
A Novel Software Defined Radio for Practical, Mobile Crowd-sourced Spectrum Sensing	37
Enabling Combined Relay Selection in Stochastic Wireless Networks by Recurrent Neural Computing	37
Cross-FCL: Toward a Cross-Edge Federated Continual Learning Framework in Mobile Edge Computing Systems	37
Understanding WiFi Signal Frequency Features for Position-Independent Gesture Sensing	37
ASTL: Accumulative STL With a Novel Robustness Metric for IoT Service Monitoring	36
A Triple Real-Time Trajectory Privacy Protection Mechanism Based on Edge Computing and Blockchain in Mobile Crowdsourcing	36
FedAWR: An Interactive Federated Active Learning Framework for Air Writing Recognition	36
Cross Layer MAC Protocol for a Peer Conscious Opportunistic Network Coded Cooperation System	36
CrowdFL: Privacy-Preserving Mobile Crowdsensing System Via Federated Learning	36
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks	36
Secure Data Deduplication With Dynamic Access Control for Mobile Cloud Storage	35
SlpRoF: Improving the Temporal Coverage and Robustness of RF-Based Vital Sign Monitoring During Sleep	35
Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data Selection	35
Budget-Feasible Mechanisms in Two-Sided Crowdsensing Markets: Truthfulness, Fairness, and Efficiency	35
A Utility Model for Photo Selection in Mobile Crowdsensing	34
Computation and Communication Efficient Federated Learning With Adaptive Model Pruning	34
EDIR: Efficient Distributed Image Retrieval of Novel Objects in Mobile Networks	34
Travel Demand Modeling and Estimation for High-Dimensional Mobility	34
Edge Assisted Mobile Semantic Visual SLAM	33
Online Estimation and Adaptation for Random Access with Successive Interference Cancellation	33
LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles with Online Initialization	33
Towards Unconstrained Vocabulary Eavesdropping With mmWave Radar Using GAN	33
OrchestRAN: Orchestrating Network Intelligence in the Open RAN	33
Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments	32
An Efficient Heterogeneous Edge-Cloud Learning Framework for Spectrum Data Compression	32
Accuth+: Accelerometer-Based Anti-Spoofing Voice Authentication on Wrist-Worn Wearables	32
Online User-AP Association With Predictive Scheduling in Wireless Caching Networks	32
FDOE: Exploit Concurrent Communication Opportunities in Full-Duplex Wireless Mesh Networks	32
Enabling 3D Ambient Light Positioning with Mobile Phones and Battery-Free Chips	32

Age of Information in Ultra-Dense IoT Systems: Performance and Mean-Field Game Analysis	32
Finite Block Length NOMA MU Pairing UAV-Enable System: Performance Analysis and Optimization	32
Collaboratively Replicating Encoded Content on RSUs to Enhance Video Services for Vehicles	32
Power Saving and Secure Text Input for Commodity Smart Watches	32
MEC-DA: Memory-Efficient Collaborative Domain Adaptation for Mobile Edge Devices	32
Borrowing Arrows With Thatched Boats: Exploiting The Reactive Primary Communications for Boosting Jamming-Assisted Proactive Eavesdropping	32
Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results	32
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution	31
Large-Scale Spatiotemporal Fracture Data Completion in Sparse CrowdSensing	31
Temporal Characterization and Prediction of VR Traffic: A Network Slicing Use Case	31
A Power Saving Scheme for IEEE 802.15.3d THz Wireless Communication Links	31
MTSFBet: A Hand-Gesture-Recognition-Based Identity Authentication Approach for Passive Keyless Entry Against Relay Attack	31
Efficient Integrity Authentication Scheme for Large-scale RFID Systems	31
Minimizing the Age-of-Critical-Information: An Imitation Learning-Based Scheduling Approach Under Partial Observations	30
A Tag-Correlation-Based Approach to Fast Identification of Group Tags	30
FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning	30
SHARP: Environment and Person Independent Activity Recognition With Commodity IEEE 802.11 Access Points	30
Live Migration of Video Analytics Applications in Edge Computing	30
H2K: A Heartbeat-Based Key Generation Framework for ECG and PPG Signals	30
Distributed Backlog-Aware Protocol for Heterogeneous D2D Communication-Assisted Wireless Sensor Networks	30
Joint Resource Dimensioning and Placement for Dependable Virtualized Services in Mobile Edge Clouds	30
Online Crowd Learning Through Strategic Worker Reports	30
Modeling Variation in Mobile Download Speed in Presence of Missing Samples	30
Optimal Scheduling for Unmanned Aerial Vehicle Networks With Flow-Level Dynamics	30
UAV Swarm-Enabled Collaborative Secure Relay Communications With Time-Domain Colluding Eavesdropper	29
Can Messaging Applications Prevent Sexting Abuse? A Technology Analysis	29
Adaptive Scheduling and Power Control for Multi-Objective Optimization in IEEE 802.15.6 Based Personalized Wireless Body Area Networks	29
Trace-Driven Optimization on Bitrate Adaptation for Mobile Video Streaming	29
Dynamic Topology Organization and Maintenance Algorithms for Autonomous UAV Swarms	29
Minimizing Age of Processed Information over Unreliable Wireless Network Channels	28
TARA: An Efficient Random Access Mechanism for NB-IoT by Exploiting TA Value Difference in Collided Preambles	28
A Simple Model of MTC Flows Applied to Smart Factories	28
Blockchain Assisted Trust Management for Data-Parallel Distributed Learning	28
Energy-Efficient Overlay Protocol for BLE Beacon-Based Mesh Network	28
Leveraging Acoustic Signals for Fine-Grained Breathing Monitoring in Driving Environments	28
Reinforcement Learning-based Dual-Identity Double Auction in Personalized Federated Learning	28
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game	28
Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach	27
A Misreport- and Collusion-Proof Crowdsourcing Mechanism Without Quality Verification	27
Intelligent Task Offloading and Resource Allocation in Knowledge Defined Edge Computing Networks	27
EPASS360: QoE-Aware 360-Degree Video Streaming Over Mobile Devices	27
Efficient Federated Learning With Enhanced Privacy via Lottery Ticket Pruning in Edge Computing	27
Joint Task Offloading and Resource Allocation for Energy-Constrained Mobile Edge Computing	27
Learning with Guarantee via Constrained Multi-armed Bandit: Theory and Network Applications	27
A Kernel Method to Nonlinear Location Estimation With RSS-Based Fingerprint	27
Throughput Maximization in Cloud-Radio Access Networks Using Cross-Layer Network Coding	26
Bandwidth-Efficient Mobile Volumetric Video Streaming by Exploiting Inter-Frame Correlation	26
Flipping Free Conditions and Their Application in Sparse Network Localization	26
Handwriting Recognition System Leveraging Vibration Signal on Smartphones	26
Cost-Driven Data Caching in Edge-based Content Delivery Networks	26
Improving the Performance of Online Bitrate Adaptation with Multi-Step Prediction Over Cellular Networks	26
Colosseum as a Digital Twin: Bridging Real-World Experimentation and Wireless Network Emulation	25
Rethinking Fall Detection With Wi-Fi	25
Memory-Augmented Autoencoder Based Continuous Authentication on Smartphones With Conditional Transformer GANs	25
Online Learning Aided Decentralized Multi-User Task Offloading for Mobile Edge Computing	25
EPNS: Efficient Privacy Preserving Intelligent Traffic Navigation from Multiparty Delegated Computation in Cloud-Assisted VANETs	25
STAR-RIS-Assisted Information Surveillance Over Suspicious Multihop Communications	25
LOKO: Localization-aware Roll-out Planning for Future Mobile Networks	25
QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach	25
Load Management, Power and Admission Control in Downlink Cellular OFDMA Networks	25
Traffic-Aware Resource Allocation for Multi-User Beamforming	25
Fast and High-Resolution NLoS Beam Switching over Commercial Off-the-Shelf mmWave Devices	25
Tensor-Based Confident Information Coverage Reliability of Hybrid Internet of Things	25
Joint MCS Adaptation and RB Allocation in Cellular Networks Based on Deep Reinforcement Learning With Stable Matching	25
Cooperative Scheduling for Directional Wireless Charging With Spatial Occupation	25
Joint Scheduling of Participants, Local Iterations, and Radio Resources for Fair Federated Learning over Mobile Edge Networks	25
QoE Based Revenue Maximizing Dynamic Resource Allocation and Pricing for Fog-Enabled Mission-Critical IoT Applications	25
Few-Shot Adaptation to Unseen Conditions for Wireless-Based Human Activity Recognition Without Fine-Tuning	24
Exploitation and Confrontation: Sustainability Analysis of Crowdsourcing	24
SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment With Social Networks	24
Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks	24
Robust Video Broadcast for Users With Heterogeneous Resolution in Mobile Networks	24
Low-Latency and Fresh Content Provision in Information-Centric Vehicular Networks	24
A Sensors Based Deep Learning Model for Unseen Locomotion Mode Identification using Multiple Semantic Matrices	24
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition	24
Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization	24
Cooperative Sweep Coverage Problem With Mobile Sensors	24
Spatial and Temporal Detection With Attention for Real-Time Video Analytics at Edges	23
Stable Service Caching in MECs of Hierarchical Service Markets With Uncertain Request Rates	23
Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming	23
A Collaborative Error Detection and Correction Scheme for Safety Message in V2X	23
CMD: Co-Analyzed IoT Malware Detection and Forensics via Network and Hardware Domains	23
DPS: Dynamic Pricing and Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks	23
Real-Time Concurrent LoRa Transmissions Based on Peak Tracking	23
Enhancing In-Situ Structural Health Monitoring Through RF Energy-Powered Sensor Nodes and Mobile Platform	23
Maximizing Sensor Lifetime via Multi-node Partial-Charging on Sensors	23
Securing Face Liveness Detection on Mobile Devices Using Unforgeable Lip Motion Patterns	23
Adaptive Sampling for Age of Information in Non-Stationary Network Traffic	23
Sequential Privacy Budget Recycling for Federated Vector Mean Estimation: A Game-Theoretic Approach	22
Safety Warning! Decentralised and Automated Incentives for Disqualified Drivers Auditing in Ride-Hailing Services	22
A Robust RF-Based Wireless Charging System for Dockless Bike-Sharing	22
Vernier: Accurate and Fast Acoustic Motion Tracking Using Mobile Devices	22
Radio and Computing Resource Allocation in Co-Located Edge Computing: A Generalized Nash Equilibrium Model	22
Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach	22
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing	22