OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Mobile Computing is 3. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks	616
Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach	221
An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments	207
Joint Communication, Computation, Caching, and Control in Big Data Multi-Access Edge Computing	182
Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems	170
Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning	165
JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services	139
Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks	135
FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring	127
Enabling Strong Privacy Preservation and Accurate Task Allocation for Mobile Crowdsensing	122
Imitation Learning Enabled Task Scheduling for Online Vehicular Edge Computing	121
An Energy-Efficient Framework for Internet of Things Underlaying Heterogeneous Small Cell Networks	120
Scheduling Algorithms for Minimizing Age of Information in Wireless Broadcast Networks with Random Arrivals	115
Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks	111
Collaborative Service Placement for Edge Computing in Dense Small Cell Networks	109
Edge-Enabled V2X Service Placement for Intelligent Transportation Systems	108
Toward an Automated Auction Framework for Wireless Federated Learning Services Market	108
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks	105
Learning-Aided Computation Offloading for Trusted Collaborative Mobile Edge Computing	101
Near-Optimal and Truthful Online Auction for Computation Offloading in Green Edge-Computing Systems	98
LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics	96
Optimal Application Deployment in Resource Constrained Distributed Edges	94
Continuous Authentication Through Finger Gesture Interaction for Smart Homes Using WiFi	94
Blockchain-Enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework	94
Software-Defined Cooperative Data Sharing in Edge Computing Assisted 5G-VANET	92

A High-Availability Data Collection Scheme based on Multi-AUVs for Underwater Sensor Networks	92
Multi-Objective Computation Sharing in Energy and Delay Constrained Mobile Edge Computing Environments	89
Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach	89
Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-Assisted Mobile Edge Computing	87
An Indirect Eavesdropping Attack of Keystrokes on Touch Screen through Acoustic Sensing	84
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization	82
Furion: Engineering High-Quality Immersive Virtual Reality on Today's Mobile Devices	81
Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds	79
QoE-Aware Efficient Content Distribution Scheme For Satellite-Terrestrial Networks	78
TCDA: Truthful Combinatorial Double Auctions for Mobile Edge Computing in Industrial Internet of Things	78
SMARS: Sleep Monitoring via Ambient Radio Signals	77
Privacy Risk Analysis and Mitigation of Analytics Libraries in the Android Ecosystem	77
Exploiting Multi-Dimensional Task Diversity in Distributed Auctions for Mobile Crowdsensing	77
Autonomous UAV Trajectory for Localizing Ground Objects: A Reinforcement Learning Approach	75
Joint Task Offloading and Resource Allocation for Energy-Constrained Mobile Edge Computing	74
PACE: Privacy-Preserving and Quality-Aware Incentive Mechanism for Mobile Crowdsensing	73
Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning	72
Accurate Localization of Tagged Objects Using Mobile RFID-Augmented Robots	69
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data	68
Incentive Mechanism for Multiple Cooperative Tasks with Compatible Users in Mobile Crowd Sensing via Online Communities	66
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks	65
Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing	64
Data Offloading in UAV-Assisted Multi-Access Edge Computing Systems Under Resource Uncertainty	63
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage	63
Minimizing the Age of Information in Wireless Networks with Stochastic Arrivals	63
Reliability-Optimal Cooperative Communication and Computing in Connected Vehicle Systems	62
Reinforcement Learning-Based Collision Avoidance and Optimal Trajectory Planning in UAV Communication Networks	61
Leveraging UAVs for Coverage in Cell-Free Vehicular Networks: A Deep Reinforcement Learning Approach	59
Multi-Task Allocation Under Time Constraints in Mobile Crowdsensing	59
PROTECT: Efficient Password-Based Threshold Single-Sign-On Authentication for Mobile Users against Perpetual Leakage	58
ViFi: Virtual Fingerprinting WiFi-Based Indoor Positioning via Multi-Wall Multi-Floor Propagation Model	57
Dynamic UAV Deployment for Differentiated Services: A Multi-Agent Imitation Learning Based Approach	57
ELITE: An Intelligent Digital Twin-based Hierarchical Routing Scheme for Softwarized Vehicular Networks	56
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs	55
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach	55
Delay-Sensitive Multi-Period Computation Offloading with Reliability Guarantees in Fog Networks	54
Towards Fast and Reliable Multihop Routing in VANETs	51
Joint Resource Allocation for Device-to-Device Communication Assisted Fog Computing	51
Cooperative Caching in Vehicular Content Centric Network Based on Social Attributes and Mobility	50
A Fuzzy Logic-Based On-Demand Charging Algorithm for Wireless Rechargeable Sensor Networks With Multiple Chargers	50
Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Mobile Crowdsensing Systems	50
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control	50
Minimizing the Maximum Charging Delay of Multiple Mobile Chargers Under the Multi-Node Energy Charging Scheme	50
Optimization Model for Cross-Domain Network Slices in 5G Networks	50
Clustered Virtualized Network Functions Resource Allocation based on Context-Aware Grouping in 5G Edge Networks	49
ColO-RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms	49
Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning	48
Reliability-Aware Virtualized Network Function Services Provisioning in Mobile Edge Computing	48
Joint Optimization of Path Planning and Resource Allocation in Mobile Edge Computing	47
Habit2vec: Trajectory Semantic Embedding for Living Pattern Recognition in Population	47

UAV-Assisted Task Offloading in Vehicular Edge Computing Networks	47
Machine Learning at the Edge: A Data-Driven Architecture With Applications to 5G Cellular Networks	47
Implementing The Abstract MAC Layer in Dynamic Networks	46
Predictive Estimation of Optimal Signal Strength From Drones Over IoT Frameworks in Smart Cities	46
Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud Computing	45
The Design of Dynamic Probabilistic Caching with Time-Varying Content Popularity	45
An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing	45
ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data	45
DRAG: Deep Reinforcement Learning Based Base Station Activation in Heterogeneous Networks	44
Throughput Prediction using Machine Learning in LTE and 5G Networks	44
Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing	44
GaitWay: Monitoring and Recognizing Gait Speed Through the Walls	44
Deep Neural Network Based Inertial Odometry Using Low-Cost Inertial Measurement Units	43
SARDO: An Automated Search-and-Rescue Drone-Based Solution for Victims Localization	43
BuildSenSys: Reusing Building Sensing Data for Traffic Prediction With Cross-Domain Learning	43
A Socially-Aware Hybrid Computation Offloading Framework for Multi-Access Edge Computing	43
Statistical Performance Modeling of Solar and Wind-Powered UAV Communications	43
Minimizing the Age-of-Critical-Information: An Imitation Learning-Based Scheduling Approach Under Partial Observations	42
Coverage Optimization with a Dynamic Network of Drone Relays	41
Multi-Objective Parallel Task Offloading and Content Caching in D2D-aided MEC Networks	41
Heterogeneous V2V Communications in Multi-Link and Multi-RAT Vehicular Networks	40
ROSE: Robustly Safe Charging for Wireless Power Transfer	40
Service Provisioning Framework for RAN Slicing: User Admissibility, Slice Association and Bandwidth Allocation	40
Data Collection Maximization in IoT-Sensor Networks via an Energy-Constrained UAV	39
iTAM: Bilateral Privacy-Preserving Task Assignment for Mobile Crowdsensing	39
CMAB-Based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing	38
Location Privacy-Preserving Task Recommendation With Geometric Range Query in Mobile Crowdsensing	38
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments	37
Fair and Efficient Caching Algorithms and Strategies for Peer Data Sharing in Pervasive Edge Computing Environments	37
Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing	37
Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition	37
Optimizing Social Welfare of Live Video Streaming Services in Mobile Edge Computing	37
Environment-Robust Device-Free Human Activity Recognition With Channel-State-Information Enhancement and One-Shot Learning	36
Incentivizing Crowdsensing-Based Noise Monitoring with Differentially-Private Locations	36
DeepWiFi: Cognitive WiFi with Deep Learning	36
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction	36
Task Partitioning and Offloading in DNN-Task Enabled Mobile Edge Computing Networks	36
Energy Efficient Collaborative Beamforming for Reducing Sidelobe in Wireless Sensor Networks	36
MetaRadar: Indoor Localization by Reconfigurable Metamaterials	35
Lightweight Public Key Authenticated Encryption With Keyword Search Against Adaptively-Chosen-Targets Adversaries for Mobile Devices	35
SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment With Social Networks	35
Energy-Efficient Trajectory Optimization for UAV-Assisted IoT Networks	35
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing	35
Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System	34
QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach	34
A Link-Layer Synchronization and Medium Access Control Protocol for Terahertz-Band Communication Networks	34
Pedestrian Flow Estimation Through Passive WiFi Sensing	34
Efficient Dependent Task Offloading for Multiple Applications in MEC-Cloud System	34
Towards Low-Cost Sign Language Gesture Recognition Leveraging Wearables	33
Wi-Fi RTT Ranging Performance Characterization and Positioning System Design	33
Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits	33
A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing	33
Adaptive Admission Control for IoT Applications in Home WiFi Networks	33
Multi-Area Throughput and Energy Optimization of UAV-Aided Cellular Networks Powered by Solar Panels and Grid	33
QoS-Based Budget Constrained Stable Task Assignment in Mobile Crowdsensing	32
Interference-aware Game-theoretic Device Allocation for Mobile Edge Computing	32
Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks	32
A Trust Update Mechanism Based on Reinforcement Learning in Underwater Acoustic Sensor Networks	32
TagBreathe: Monitor Breathing with Commodity RFID Systems	32
A Novel Mobile Edge Network Architecture with Joint Caching-Delivering and Horizontal Cooperation	31
Understanding WiFi Signal Frequency Features for Position-Independent Gesture Sensing	31
Understanding the Long-Term Evolution of Mobile App Usage	31
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model	31
Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing	31
Push the Limit of Acoustic Gesture Recognition	31
Underwater Ultrasonic Wireless Power Transfer: A Battery-Less Platform for the Internet of Underwater Things	31
Low-Latency and Fresh Content Provision in Information-Centric Vehicular Networks	30
When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing	30
Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach	30
Private Data Trading Towards Range Counting Queries in Internet of Things	30
NFV-Enabled IoT Service Provisioning in Mobile Edge Clouds	29
RF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network	29
Device vs Edge Computing for Mobile Services: Delay-Aware Decision Making to Minimize Power Consumption	29
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing	29
Hybrid OFDMA Random Access With Resource Unit Sensing for Next-Gen 802.11ax WLANs	29
Practical Heterogeneous Wireless Charger Placement with Obstacles	29
Residual Carrier Frequency Offset Estimation and Compensation for Commodity WiFi	29
Cost-Effective User Allocation in 5G NOMA-Based Mobile Edge Computing Systems	29
WiHF: Gesture and User Recognition With WiFi	28
LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT	28

Contactless Electrocardiogram Monitoring With Millimeter Wave Radar	28
Stable Task Assignment for Mobile Crowdsensing With Budget Constraint	28
Joint Scheduling and Incentive Mechanism for Spatio-Temporal Vehicular Crowd Sensing	27
Adaptive Hybrid Model-Enabled Sensing System (HMSS) for Mobile Fine-Grained Air Pollution Estimation	27
Latency versus Reliability in LEO Mega-Constellations: Terrestrial, Aerial, or Space Relay	27
Proven Secure Tree-Based Authenticated Key Agreement for Securing V2V and V2I Communications in VANETs	27
Spatial and Temporal Management of Cellular HetNets with Multiple Solar Powered Drones	27
On the Data Quality in Privacy-Preserving Mobile Crowdsensing Systems with Untruthful Reporting	27
NOMA-Based Scalable Video Multicast in Mobile Networks With Statistical Channels	27
PlaceRAN: optimal placement of virtualized network functions in Beyond 5G radio access networks	27
Reverse Auction-Based Computation Offloading and Resource Allocation in Mobile Cloud-Edge Computing	27
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-Line and Off-Policy Bandit Solutions	27
A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting	27
DRL-Based V2V Computation Offloading for Blockchain-Enabled Vehicular Networks	26
Channel Access Optimization with Adaptive Congestion Pricing for Cognitive Vehicular Networks: An Evolutionary Game Approach	26
Time-Efficient Target Tags Information Collection in Large-Scale RFID Systems	26
ITrust: An Anomaly-Resilient Trust Model Based on Isolation Forest for Underwater Acoustic Sensor Networks	26
Dynamic Channel Bonding in Spatially Distributed High-Density WLANs	26
Multi-Adversarial In-Car Activity Recognition Using RFIDs	26
An Information-Centric In-Network Caching Scheme for 5G-Enabled Internet of Connected Vehicles	26
Adaptive Batch Size for Federated Learning in Resource-Constrained Edge Computing	25
CDN Slicing over a Multi-Domain Edge Cloud	25
Continuous Maneuver Control and Data Capture Scheduling of Autonomous Drone in Wireless Sensor Networks	25
Towards Domain-Independent and Real-Time Gesture Recognition Using Mmwave Signal	25
Cognitive Balance for Fog Computing Resource in Internet of Things: An Edge Learning Approach	25
CrowdFL: Privacy-Preserving Mobile Crowdsensing System Via Federated Learning	25
Distributed Time-Sensitive Task Selection in Mobile Crowdsensing	25
Optimal Mobile Computation Offloading with Hard Deadline Constraints	25
Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users	25
STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks	24
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition	24
Lightweight Imitation Learning for Real-Time Cooperative Service Migration	24
Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning	24
Wireless Powered Mobile Edge Computing: Dynamic Resource Allocation and Throughput Maximization	24
Cyclic Three-Sided Matching Game Inspired Wireless Network Virtualization	23
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks	23
RF-3DScan: RFID-based 3D Reconstruction on Tagged Packages	23
Minimizing the Longest Tour Time Among a Fleet of UAVs for Disaster Area Surveillance	23
BLS-Location: A Wireless Fingerprint Localization Algorithm Based on Broad Learning	23
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing	23
Enabling Real-Time Indoor Tracking of IoT Devices Through Visible Light Retroreflection	23
Stochastic Digital-Twin Service Demand With Edge Response: An Incentive-Based Congestion Control Approach	23
Interaction-Oriented Service Entity Placement in Edge Computing	23
Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks	23
Capture-Aware Identification of Mobile RFID Tags With Unreliable Channels	23
MVSTGN: A Multi-View Spatial-Temporal Graph Network for Cellular Traffic Prediction	23
ARSpy: Breaking Location-Based Multi-Player Augmented Reality Application for User Location Tracking	22
Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing	22
The Case for FPGA-Based Edge Computing	22
Chase or Wait: Dynamic UAV Deployment to Learn and Catch Time-Varying User Activities	22
Multi-Seed Group Labeling in RFID Systems	22
Radio Frequency Fingerprinting on the Edge	22
Boundary Tracking of Continuous Objects Based on Binary Tree Structured SVM for Industrial Wireless Sensor Networks	22
Multi-Task Allocation in Mobile Crowd Sensing With Mobility Prediction	22
Placing Wireless Chargers With Limited Mobility	22
Federated Learning Meets Contract Theory: Economic-Efficiency Framework for Electric Vehicle Networks	22
Multi-UAV Navigation for Partially Observable Communication Coverage by Graph Reinforcement Learning	22
CEDAR: A Cost-Effective Crowdsensing System for Detecting and Localizing Drones	21
All-Day Object Tracking for Unmanned Aerial Vehicle	21
Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform	21
An Edge Computing-Based Photo Crowdsourcing Framework for Real-Time 3D Reconstruction	21
CrowdOS: A Ubiquitous Operating System for Crowdsourcing and Mobile Crowd Sensing	21
Auction Design for Edge Computation Offloading in SDN-Based Ultra Dense Networks	21
A Queueing Game Based Management Framework for Fog Computing With Strategic Computing Speed Control	21
A Novel Bayesian Filter for RSS-Based Device-Free Localization and Tracking	21
Mobility-Aware Computation Offloading in Edge Computing Using Machine Learning	21
Millimeter-Wave Base Stations in the Sky: An Experimental Study of UAV-to-Ground Communications	21
Optimizing mmWave Wireless Backhaul Scheduling	20
Mean-Field Learning for Edge Computing in Mobile Blockchain Networks	20
Imperfect CSI Based Intelligent Dynamic Spectrum Management Using Cooperative Reinforcement Learning Framework in Cognitive Radio Networks	20
High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation	20
Computer Vision-Assisted 3D Object Localization via COTS RFID Devices and a Monocular Camera	20
Enabling Fine-Grained Finger Gesture Recognition on Commodity WiFi Devices	20
A Framework to Maximize the Capacity of 5G Systems for Ultra-Reliable Low-Latency Communications	20
On Detecting Hidden Wireless Cameras: A Traffic Pattern-based Approach	20
Reusing Delivery Drones for Urban Crowdsensing	20
Networking Support for Bidirectional Cross-Technology Communication	20
Distributed Online Learning of Cooperative Caching in Edge Cloud	20
Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning	20
Fly-Navi: A Novel Indoor Navigation System With On-the-Fly Map Generation	20
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles	20
PPtaxi: Non-Stop Package Delivery via Multi-Hop Ridesharing	20
A Signature Scheme with Unlinkable-yet-Accountable Pseudonymity for Privacy-Preserving Crowdsensing	20
Optimized Neighbor Discovery for Opportunistic Networks of Energy Constrained IoT Devices	20
Online Optimal Service Selection, Resource Allocation and Task Offloading for Multi-Access Edge Computing: A Utility-Based Approach	20
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach	19
A Lightweight Collaborative Deep Neural Network for the Mobile Web in Edge Cloud	19
EPASS360: QoE-Aware 360-Degree Video Streaming Over Mobile Devices	19
ISHU: Interference Reduction Scheme for D2D Mobile Groups Using Uplink NOMA	19
A Triple Real-Time Trajectory Privacy Protection Mechanism Based on Edge Computing and Blockchain in Mobile Crowdsourcing	19
FRCA: A Novel Flexible Routing Computing Approach for Wireless Sensor Networks	19
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning	19
Attention-Based Gait Recognition and Walking Direction Estimation in Wi-Fi Networks	19
Workload Re-Allocation for Edge Computing With Server Collaboration: A Cooperative Queueing Game Approach	19
A Utility Model for Photo Selection in Mobile Crowdsensing	19