IEEE Transactions on Mobile Computing

Article	Citations
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks	723
Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach	260
Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems	237
An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments	229
FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring	169
An Energy-Efficient Framework for Internet of Things Underlaying Heterogeneous Small Cell Networks	166
JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services	164
Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks	149
Toward an Automated Auction Framework for Wireless Federated Learning Services Market	141
Joint Task Offloading and Resource Allocation for Energy-Constrained Mobile Edge Computing	140
Imitation Learning Enabled Task Scheduling for Online Vehicular Edge Computing	139
Scheduling Algorithms for Minimizing Age of Information in Wireless Broadcast Networks with Random Arrivals	131
An Indirect Eavesdropping Attack of Keystrokes on Touch Screen through Acoustic Sensing	128
Collaborative Service Placement for Edge Computing in Dense Small Cell Networks	127
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization	126
Edge-Enabled V2X Service Placement for Intelligent Transportation Systems	125
Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks	123
Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-Assisted Mobile Edge Computing	123
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks	120
Learning-Aided Computation Offloading for Trusted Collaborative Mobile Edge Computing	118
Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach	116
Optimal Application Deployment in Resource Constrained Distributed Edges	110
Multi-Objective Computation Sharing in Energy and Delay Constrained Mobile Edge Computing Environments	110
Blockchain-Enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework	108
LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics	108

Continuous Authentication Through Finger Gesture Interaction for Smart Homes Using WiFi	108
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data	104
Software-Defined Cooperative Data Sharing in Edge Computing Assisted 5G-VANET	101
Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing	101
PACE: Privacy-Preserving and Quality-Aware Incentive Mechanism for Mobile Crowdsensing	95
Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds	94
Data Offloading in UAV-Assisted Multi-Access Edge Computing Systems Under Resource Uncertainty	94
Autonomous UAV Trajectory for Localizing Ground Objects: A Reinforcement Learning Approach	91
TCDA: Truthful Combinatorial Double Auctions for Mobile Edge Computing in Industrial Internet of Things	89
QoE-Aware Efficient Content Distribution Scheme For Satellite-Terrestrial Networks	89
SMARS: Sleep Monitoring via Ambient Radio Signals	88
Exploiting Multi-Dimensional Task Diversity in Distributed Auctions for Mobile Crowdsensing	85
Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning	84
UAV-Assisted Task Offloading in Vehicular Edge Computing Networks	79
ColO-RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms	79
Dynamic UAV Deployment for Differentiated Services: A Multi-Agent Imitation Learning Based Approach	78
Accurate Localization of Tagged Objects Using Mobile RFID-Augmented Robots	76
Leveraging UAVs for Coverage in Cell-Free Vehicular Networks: A Deep Reinforcement Learning Approach	75
Minimizing the Age of Information in Wireless Networks with Stochastic Arrivals	75
Reinforcement Learning-Based Collision Avoidance and Optimal Trajectory Planning in UAV Communication Networks	74
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks	71
PROTECT: Efficient Password-Based Threshold Single-Sign-On Authentication for Mobile Users against Perpetual Leakage	71
Multi-Task Allocation Under Time Constraints in Mobile Crowdsensing	71
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage	70
ELITE: An Intelligent Digital Twin-based Hierarchical Routing Scheme for Softwarized Vehicular Networks	67
Multi-Objective Parallel Task Offloading and Content Caching in D2D-aided MEC Networks	66
Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing	66
A Fuzzy Logic-Based On-Demand Charging Algorithm for Wireless Rechargeable Sensor Networks With Multiple Chargers	66
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs	65
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control	64
Minimizing the Maximum Charging Delay of Multiple Mobile Chargers Under the Multi-Node Energy Charging Scheme	62
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach	61
Joint Resource Allocation for Device-to-Device Communication Assisted Fog Computing	60
SARDO: An Automated Search-and-Rescue Drone-Based Solution for Victims Localization	60
Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Mobile Crowdsensing Systems	60
Cooperative Caching in Vehicular Content Centric Network Based on Social Attributes and Mobility	59
Reverse Auction-Based Computation Offloading and Resource Allocation in Mobile Cloud-Edge Computing	59
Efficient Dependent Task Offloading for Multiple Applications in MEC-Cloud System	57
Throughput Prediction using Machine Learning in LTE and 5G Networks	57
Task Partitioning and Offloading in DNN-Task Enabled Mobile Edge Computing Networks	57
QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach	56
The Design of Dynamic Probabilistic Caching with Time-Varying Content Popularity	56
Reliability-Aware Virtualized Network Function Services Provisioning in Mobile Edge Computing	56
Machine Learning at the Edge: A Data-Driven Architecture With Applications to 5G Cellular Networks	55
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments	55
CMAB-Based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing	54
GaitWay: Monitoring and Recognizing Gait Speed Through the Walls	54
Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud Computing	53
Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing	53
Location Privacy-Preserving Task Recommendation With Geometric Range Query in Mobile Crowdsensing	52

DRL-Based V2V Computation Offloading for Blockchain-Enabled Vehicular Networks	52
Energy-Efficient Trajectory Optimization for UAV-Assisted IoT Networks	52
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing	51
ROSE: Robustly Safe Charging for Wireless Power Transfer	51
Data Collection Maximization in IoT-Sensor Networks via an Energy-Constrained UAV	50
Environment-Robust Device-Free Human Activity Recognition With Channel-State-Information Enhancement and One-Shot Learning	49
iTAM: Bilateral Privacy-Preserving Task Assignment for Mobile Crowdsensing	49
Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition	48
Push the Limit of Acoustic Gesture Recognition	48
An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing	48
BuildSenSys: Reusing Building Sensing Data for Traffic Prediction With Cross-Domain Learning	47
Minimizing the Age-of-Critical-Information: An Imitation Learning-Based Scheduling Approach Under Partial Observations	47
Implementing The Abstract MAC Layer in Dynamic Networks	47
Statistical Performance Modeling of Solar and Wind-Powered UAV Communications	46
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction	46
Heterogeneous V2V Communications in Multi-Link and Multi-RAT Vehicular Networks	45
DeepWiFi: Cognitive WiFi with Deep Learning	45
Energy Efficient Collaborative Beamforming for Reducing Sidelobe in Wireless Sensor Networks	45
Lightweight Public Key Authenticated Encryption With Keyword Search Against Adaptively-Chosen-Targets Adversaries for Mobile Devices	44
Deep Neural Network Based Inertial Odometry Using Low-Cost Inertial Measurement Units	44
Service Provisioning Framework for RAN Slicing: User Admissibility, Slice Association and Bandwidth Allocation	44
MetaRadar: Indoor Localization by Reconfigurable Metamaterials	44
Wireless Powered Mobile Edge Computing: Dynamic Resource Allocation and Throughput Maximization	43
Predictive Estimation of Optimal Signal Strength From Drones Over IoT Frameworks in Smart Cities	43
RF-Based Human Activity Recognition Using Signal Adapted Convolutional Neural Network	43
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing	42
Towards Domain-Independent and Real-Time Gesture Recognition Using Mmwave Signal	42
Contactless Electrocardiogram Monitoring With Millimeter Wave Radar	41
Wi-Fi RTT Ranging Performance Characterization and Positioning System Design	41
A Novel Mobile Edge Network Architecture with Joint Caching-Delivering and Horizontal Cooperation	41
Understanding WiFi Signal Frequency Features for Position-Independent Gesture Sensing	41
Proven Secure Tree-Based Authenticated Key Agreement for Securing V2V and V2I Communications in VANETs	40
A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing	40
Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning	40
SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment With Social Networks	40
Incentivizing Crowdsensing-Based Noise Monitoring with Differentially-Private Locations	40
PlaceRAN: optimal placement of virtualized network functions in Beyond 5G radio access networks	39
Adaptive Hybrid Model-Enabled Sensing System (HMSS) for Mobile Fine-Grained Air Pollution Estimation	39
Device vs Edge Computing for Mobile Services: Delay-Aware Decision Making to Minimize Power Consumption	39
Online Optimal Service Selection, Resource Allocation and Task Offloading for Multi-Access Edge Computing: A Utility-Based Approach	39
Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits	39
Pedestrian Flow Estimation Through Passive WiFi Sensing	39
Towards Low-Cost Sign Language Gesture Recognition Leveraging Wearables	39
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model	39
Adaptive Admission Control for IoT Applications in Home WiFi Networks	38
Low-Latency and Fresh Content Provision in Information-Centric Vehicular Networks	38
Underwater Ultrasonic Wireless Power Transfer: A Battery-Less Platform for the Internet of Underwater Things	38
Adaptive Batch Size for Federated Learning in Resource-Constrained Edge Computing	38
Interference-aware Game-theoretic Device Allocation for Mobile Edge Computing	38
A Trust Update Mechanism Based on Reinforcement Learning in Underwater Acoustic Sensor Networks	38
Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach	38
A Link-Layer Synchronization and Medium Access Control Protocol for Terahertz-Band Communication Networks	37
Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System	37
Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures	37
WiHF: Gesture and User Recognition With WiFi	37
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-Line and Off-Policy Bandit Solutions	37
Stochastic Digital-Twin Service Demand With Edge Response: An Incentive-Based Congestion Control Approach	37
Residual Carrier Frequency Offset Estimation and Compensation for Commodity WiFi	37
QoS-Based Budget Constrained Stable Task Assignment in Mobile Crowdsensing	36
CrowdFL: Privacy-Preserving Mobile Crowdsensing System Via Federated Learning	36
Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing	36
Federated Learning Meets Contract Theory: Economic-Efficiency Framework for Electric Vehicle Networks	36
Multi-Area Throughput and Energy Optimization of UAV-Aided Cellular Networks Powered by Solar Panels and Grid	36
Private Data Trading Towards Range Counting Queries in Internet of Things	36
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing	35
ARSpy: Breaking Location-Based Multi-Player Augmented Reality Application for User Location Tracking	35
Mobility-Aware Computation Offloading in Edge Computing Using Machine Learning	35
Understanding the Long-Term Evolution of Mobile App Usage	35
When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing	35
Joint Scheduling and Incentive Mechanism for Spatio-Temporal Vehicular Crowd Sensing	34
Mean-Field Learning for Edge Computing in Mobile Blockchain Networks	34
Multi-Adversarial In-Car Activity Recognition Using RFIDs	34
BLS-Location: A Wireless Fingerprint Localization Algorithm Based on Broad Learning	33
Throughput Maximization of Delay-Aware DNN Inference in Edge Computing by Exploring DNN Model Partitioning and Inference Parallelism	33
Secure Crowdsensed Data Trading Based on Blockchain	33
Learning-Based Mobile Edge Computing Resource Management to Support Public Blockchain Networks	33
On the Data Quality in Privacy-Preserving Mobile Crowdsensing Systems with Untruthful Reporting	33
Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning	32
Lightweight Imitation Learning for Real-Time Cooperative Service Migration	32
Cost-Effective User Allocation in 5G NOMA-Based Mobile Edge Computing Systems	32

NFV-Enabled IoT Service Provisioning in Mobile Edge Clouds	32
Latency versus Reliability in LEO Mega-Constellations: Terrestrial, Aerial, or Space Relay	32
Collective Deep Reinforcement Learning for Intelligence Sharing in the Internet of Intelligence-Empowered Edge Computing	32
A Triple Real-Time Trajectory Privacy Protection Mechanism Based on Edge Computing and Blockchain in Mobile Crowdsourcing	32
Placing Wireless Chargers With Limited Mobility	32
Collaborative Service Placement, Task Scheduling, and Resource Allocation for Task Offloading With Edge-Cloud Cooperation	32
STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks	32
Hybrid OFDMA Random Access With Resource Unit Sensing for Next-Gen 802.11ax WLANs	32
LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT	32
ITrust: An Anomaly-Resilient Trust Model Based on Isolation Forest for Underwater Acoustic Sensor Networks	32
Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning	31
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition	31
DetFed: Dynamic Resource Scheduling for Deterministic Federated Learning Over Time-Sensitive Networks	31
A Novel Bayesian Filter for RSS-Based Device-Free Localization and Tracking	31
All-Day Object Tracking for Unmanned Aerial Vehicle	31
OL-EUA: Online User Allocation for NOMA-Based Mobile Edge Computing	30
BARGAIN-MATCH: A Game Theoretical Approach for Resource Allocation and Task Offloading in Vehicular Edge Computing Networks	30
Stable Task Assignment for Mobile Crowdsensing With Budget Constraint	30
Multi-Seed Group Labeling in RFID Systems	30
Continuous Maneuver Control and Data Capture Scheduling of Autonomous Drone in Wireless Sensor Networks	30
Pa-Count: Passenger Counting in Vehicles Using Wi-Fi Signals	30
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles	30
MVSTGN: A Multi-View Spatial-Temporal Graph Network for Cellular Traffic Prediction	30
Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning	30
Deep Reinforcement Learning Based Approach for Online Service Placement and Computation Resource Allocation in Edge Computing	30
NOMA-Based Scalable Video Multicast in Mobile Networks With Statistical Channels	30
An Information-Centric In-Network Caching Scheme for 5G-Enabled Internet of Connected Vehicles	30
Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks	29
Multi-UAV Navigation for Partially Observable Communication Coverage by Graph Reinforcement Learning	29
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks	29
Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing	29
Minimizing the Longest Tour Time Among a Fleet of UAVs for Disaster Area Surveillance	28
Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing	28
Blockchain-Based Secure Key Management for Mobile Edge Computing	28
Time-Efficient Target Tags Information Collection in Large-Scale RFID Systems	28
Distributed Time-Sensitive Task Selection in Mobile Crowdsensing	28
Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users	28
MESON: A Mobility-Aware Dependent Task Offloading Scheme for Urban Vehicular Edge Computing	28
Interaction-Oriented Service Entity Placement in Edge Computing	28
Accelerating Federated Learning With Cluster Construction and Hierarchical Aggregation	28
Binarized neural network for edge intelligence of sensor-based human activity recognition	27
Multi-Task Allocation in Mobile Crowd Sensing With Mobility Prediction	27
EPASS360: QoE-Aware 360-Degree Video Streaming Over Mobile Devices	27
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach	27
Multi-exit DNN Inference Acceleration based on Multi-Dimensional Optimization for Edge Intelligence	27
Workload Re-Allocation for Edge Computing With Server Collaboration: A Cooperative Queueing Game Approach	27
CrowdOS: A Ubiquitous Operating System for Crowdsourcing and Mobile Crowd Sensing	27
ISHU: Interference Reduction Scheme for D2D Mobile Groups Using Uplink NOMA	27
Reusing Delivery Drones for Urban Crowdsensing	27
Cyclic Three-Sided Matching Game Inspired Wireless Network Virtualization	26
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning	26
Multi-Technology Cooperative Driving: An Analysis Based on PLEXE	26
A Multi-User Cost-Efficient Crowd-Assisted VR Content Delivery Solution in 5G-and-Beyond Heterogeneous Networks	26
Charging Task Scheduling for Directional Wireless Charger Networks	26
Enabling Fine-Grained Finger Gesture Recognition on Commodity WiFi Devices	26
Reducing the Service Function Chain Backup Cost Over the Edge and Cloud by a Self-Adapting Scheme	26
The Case for FPGA-Based Edge Computing	25
Blockchain-Aided Edge Computing Market: Smart Contract and Consensus Mechanisms	25
PPtaxi: Non-Stop Package Delivery via Multi-Hop Ridesharing	25
Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform	25
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale	25
Capture-Aware Identification of Mobile RFID Tags With Unreliable Channels	25
RF-3DScan: RFID-based 3D Reconstruction on Tagged Packages	25
RF-Pen: Practical Real-Time RFID Tracking in the Air	25
Cognitive Balance for Fog Computing Resource in Internet of Things: An Edge Learning Approach	25
Radio Frequency Fingerprinting on the Edge	25
Toward Collaborative Occlusion-Free Perception in Connected Autonomous Vehicles	25
Chase or Wait: Dynamic UAV Deployment to Learn and Catch Time-Varying User Activities	25
Resource Allocation and Consensus of Blockchains in Pervasive Edge Computing Environments	25
SHARP: Environment and Person Independent Activity Recognition With Commodity IEEE 802.11 Access Points	25
Tesla-Rapture: A Lightweight Gesture Recognition System From mmWave Radar Sparse Point Clouds	25
OmniTrack: Orientation-Aware RFID Tracking With Centimeter-Level Accuracy	25
Accelerating Decentralized Federated Learning in Heterogeneous Edge Computing	24
A UAV-Assisted Multi-Task Allocation Method for Mobile Crowd Sensing	24
A Comprehensive and Reproducible Comparison of Clustering and Optimization Rules in Wi-Fi Fingerprinting	24
Multi-Agent Deep Reinforcement Learning Based UAV Trajectory Optimization for Differentiated Services	24
Incentive Mechanism for Spatial Crowdsourcing With Unknown Social-Aware Workers: A Three-Stage Stackelberg Game Approach	24
Make Smart Decisions Faster: Deciding D2D Resource Allocation via Stackelberg Game Guided Multi-Agent Deep Reinforcement Learning	24
Game Theoretical Task Offloading for Profit Maximization in Mobile Edge Computing	24
Large-Scale Computation Offloading Using a Multi-Agent Reinforcement Learning in Heterogeneous Multi-Access Edge Computing	24
Joint Client Selection and Bandwidth Allocation Algorithm for Federated Learning	24
Millimeter-Wave Base Stations in the Sky: An Experimental Study of UAV-to-Ground Communications	24
An Edge Computing-Based Photo Crowdsourcing Framework for Real-Time 3D Reconstruction	23
Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles	23
A Near-Optimal Approach for Online Task Offloading and Resource Allocation in Edge-Cloud Orchestrated Computing	23
Cooperative Service Placement and Scheduling in Edge Clouds: A Deadline-Driven Approach	23
RAMOS: A Resource-Aware Multi-Objective System for Edge Computing	23
A Lightweight Collaborative Deep Neural Network for the Mobile Web in Edge Cloud	23
Robust Task Offloading in Dynamic Edge Computing	23
Using Truth Detection to Incentivize Workers in Mobile Crowdsourcing	23
Say No to Price Discrimination: Decentralized and Automated Incentives for Price Auditing in Ride-Hailing Services	23
Partial Synchronization to Accelerate Federated Learning Over Relay-Assisted Edge Networks	23
Distributed Online Learning of Cooperative Caching in Edge Cloud	23
Performance Modeling of Softwarized Network Services Based on Queuing Theory With Experimental Validation	22
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems	22