ACM Transactions on Sensor Networks

Article	Citations
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	97
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	80
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	76
XNAS: A Regressive/Progressive NAS for Deep Learning	75
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	70
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	54
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	53
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	45
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	39
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	37
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	35
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	34
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	33
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	32
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	28
Minimizing Age of Event in Artificial Intelligence of Things	28
On Node Localizability Identification in Barycentric Linear Localization	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	27
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	27
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	26
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	25
Taming Irregular Cardiac Signals for Biometric Identification	25
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	23
On the Inference of Original Graph Information from Graph Embeddings	23
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	23

Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	21
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	20
Push the Limit of Millimeter-wave Radar Localization	20
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	19
Evaluation of Low-cost Air Quality Sensor Calibration Models	19
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	19
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	18
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	18
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	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
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	17
Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads	16
Using RF Signals to Generate Indoor Maps	16
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	16
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	16
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	16
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	15
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	15
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	14
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	14
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	14
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	14
Jamming of LoRa PHY and Countermeasure	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	13
RGB LED for Communication, Harvesting and Sensing in IoT Applications	13
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
TESS: multivariate sensor time series prediction for building sustainable smart cities	13
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	12
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	12
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	12
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	11
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	11
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	11
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11

Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	11
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11
SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization Using Satellite Images	11
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	10
Enabling Surveillance Cameras to Navigate	9
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	9
The Hunting-style Deployment of Underwater Sensor Networks	9
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	9
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	9
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	8
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	8
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	8
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	8
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	8
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	8
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	7
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	7
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	7
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	7
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	6
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	6
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	6
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	6
Holistic Energy Awareness and Robustness for Intelligent Drones	6
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	6
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	6
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	6
A Measurement Framework for Explicit and Implicit Urban Traffic Sensing	6
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	6
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	6
Taking Wireless Underground: A Comprehensive Summary	6
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	6
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	6
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	6
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	6
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	5
Design of Self-sustainable Wireless Sensor Networks with Energy Harvesting and Wireless Charging	5
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	5
A Secure Face Recognition for IoT-enabled Healthcare System	5
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	5
Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	5
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	5
Tradeoff in Design of Communication Structures in Wireless Sensor Network	5
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	4
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	4
Multimodal Optimization of Edge Server Placement Considering System Response Time	4
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	4
InPhase: Phase-based Ranging and Localization	4
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	4
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	4
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	4
XGest: Enabling Cross-Label Gesture Recognition with RF Signals	4
Deep Reinforcement Learning for Tropical Air Free-cooled Data Center Control	4
Intelligent Video Ingestion for Real-time Traffic Monitoring	4
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels	4
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	4
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	4

Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	4
VibHead: An Authentication Scheme for Smart Headsets through Vibration	4
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	4
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	4
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	4
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	4
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	4
Device Fingerprinting with Magnetic Induction Signals Radiated by CPU Modules	4
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	4
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	4
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	4
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	4
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	4
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	4
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	4
Room-scale Location Trace Tracking via Continuous Acoustic Waves	4
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	4
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	4
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	4
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	3
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	3
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	3
Adaptive Monitor Placement for Near Real-time Node Failure Localisation in Wireless Sensor Networks	3
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	3
OPTI: Order Preparation Time Inference for On-demand Delivery	3
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	3
Edge Content Caching with Deep Spatiotemporal Residual Network for IoV in Smart City	3
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	3
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	3
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	3
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	3
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	3
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	3
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	3
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	3
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	3
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	3
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	3
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	3
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	3
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	3
Wireless Charging Scheduling for Long-term Utility Optimization	3
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	3
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	3
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	3
GPFS: A Graph-based Human Pose Forecasting System for Smart Home with Online Learning	3
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	3
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	3
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	3
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	3
MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data	2
Exploiting Fine-grained Dimming with Improved LiFi Throughput	2
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	2
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	2
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	2
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	2
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	2
Communication for Underwater Sensor Networks: A Comprehensive Summary	2
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	2
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	2
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	2
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	2
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	2
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection	2
Classification Learning Assisted Biosensor Data Analysis for Preemptive Plant Disease Detection	2
RPWAEAuth: Sensor-Based Continuous Authentication Using Reconstruction Probability in Wasserstein Autoencoder	2
BiLSTM-based Federated Learning Computation Offloading and Resource Allocation Algorithm in MEC	2
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	2
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	2
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	2
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	2
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	2
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	2
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	2
Online Resource Provisioning for Wireless Data Collection	2
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	2
BLEdge: Edge-centric Programming for BLE Applications with Multi-connection Optimization	2
RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation	2
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	2
Artificial Intelligence of Things: A Survey	2
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	2
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	2
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	2
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	2
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	2
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	2
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	2
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	2
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	2
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	2
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals	2