ACM Transactions on Sensor Networks

Article	Citations
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	146
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	97
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	76
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	73
XNAS: A Regressive/Progressive NAS for Deep Learning	73
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	70
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	52
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	51
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	45
Minimizing Age of Event in Artificial Intelligence of Things	38
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	35
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	33
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	32
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	31
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	30
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	27
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	26
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	26
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	26
Push the Limit of Millimeter-wave Radar Localization	24
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	23
On Node Localizability Identification in Barycentric Linear Localization	23
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	23
Taming Irregular Cardiac Signals for Biometric Identification	21

A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	20
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	20
On the Inference of Original Graph Information from Graph Embeddings	18
Evaluation of Low-cost Air Quality Sensor Calibration Models	18
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	17
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	17
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	17
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	16
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	16
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	15
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	14
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	14
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	14
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	14
Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads	14
Using RF Signals to Generate Indoor Maps	14
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	14
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
TESS: multivariate sensor time series prediction for building sustainable smart cities	13
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	13
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	13
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	12
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	12
SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization Using Satellite Images	12
RGB LED for Communication, Harvesting and Sensing in IoT Applications	12
Jamming of LoRa PHY and Countermeasure	12
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	11
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	10
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	10
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	10

Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	10
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	10
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	10
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	9
The Hunting-style Deployment of Underwater Sensor Networks	9
Enabling Surveillance Cameras to Navigate	9
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	8
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	8
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	8
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	8
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	8
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	7
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	7
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	7
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	6
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	6
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	6
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	6
Tradeoff in Design of Communication Structures in Wireless Sensor Network	6
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	6
Holistic Energy Awareness and Robustness for Intelligent Drones	6
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	6
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	6
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	6
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	6
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	6
Taking Wireless Underground: A Comprehensive Summary	6
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	6
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	6
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	6
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	6
Design of Self-sustainable Wireless Sensor Networks with Energy Harvesting and Wireless Charging	6
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	6
Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	5
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	5
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	5
A Secure Face Recognition for IoT-enabled Healthcare System	5
A Measurement Framework for Explicit and Implicit Urban Traffic Sensing	5
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	5
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	5
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	4
Intelligent Video Ingestion for Real-time Traffic Monitoring	4
XGest: Enabling Cross-Label Gesture Recognition with RF Signals	4
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels	4
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
InPhase: Phase-based Ranging and Localization	4
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	4
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	4
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	4
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	4
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	4
Deep Reinforcement Learning for Tropical Air Free-cooled Data Center Control	4
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	4
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	4
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	4
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	4
VibHead: An Authentication Scheme for Smart Headsets through Vibration	4
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	4

Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	4
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	4
Editorial from the Editor-in-Chief	4
Room-scale Location Trace Tracking via Continuous Acoustic Waves	4
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	4
Device Fingerprinting with Magnetic Induction Signals Radiated by CPU Modules	4
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	4
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	4
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	4
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	4
Multimodal Optimization of Edge Server Placement Considering System Response Time	4
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	4
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	4
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	4
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	4
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	3
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	3
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	3
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	3
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	3
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	3
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	3
OPTI: Order Preparation Time Inference for On-demand Delivery	3
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	3
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	3
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	3
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	3
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	3
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	3
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	3
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	3
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	3
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	3
Wireless Charging Scheduling for Long-term Utility Optimization	3
Online Resource Provisioning for Wireless Data Collection	3
Edge Content Caching with Deep Spatiotemporal Residual Network for IoV in Smart City	3
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	3
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	3
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	3
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	3
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	3
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	3
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	3
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	3
GPFS: A Graph-based Human Pose Forecasting System for Smart Home with Online Learning	3
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	3
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	3
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	3
Adaptive Monitor Placement for Near Real-time Node Failure Localisation in Wireless Sensor Networks	2
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	2
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	2
RPWAEAuth: Sensor-Based Continuous Authentication Using Reconstruction Probability in Wasserstein Autoencoder	2
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	2
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	2
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	2
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	2
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	2
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	2
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	2
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	2
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	2
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	2
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	2
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	2
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	2
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	2
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	2
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	2
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	2
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	2
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	2
Predicting the Impact of Disruptions to Urban Rail Transit Systems	2
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	2
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	2
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	2
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	2
Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration	2
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	2
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	2
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	2
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	2
Exploiting Fine-grained Dimming with Improved LiFi Throughput	2
Artificial Intelligence of Things: A Survey	2
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	2
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	2
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	2
Communication for Underwater Sensor Networks: A Comprehensive Summary	2
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	2
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	2
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	2
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	2
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	2
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	2