ACM Transactions on Sensor Networks

Article	Citations
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	93
XNAS: A Regressive/Progressive NAS for Deep Learning	79
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	78
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
Minimizing Age of Event in Artificial Intelligence of Things	63
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	53
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	45
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	43
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	42
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	39
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	38
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	36
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	35
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	35
Push the Limit of Millimeter-wave Radar Localization	32
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	28
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	27
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	26
On the Inference of Original Graph Information from Graph Embeddings	26
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	26
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	25
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	23
Taming Irregular Cardiac Signals for Biometric Identification	22
Evaluation of Low-cost Air Quality Sensor Calibration Models	21
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	21

Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	20
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	20
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	19
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	19
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	18
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
On Node Localizability Identification in Barycentric Linear Localization	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	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	17
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	16
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	16
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	15
Using RF Signals to Generate Indoor Maps	15
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	15
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	15
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	15
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	15
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	14
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
TESS: multivariate sensor time series prediction for building sustainable smart cities	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
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	13
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	13
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
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	13
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	13
Jamming of LoRa PHY and Countermeasure	13
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	13
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	13
RGB LED for Communication, Harvesting and Sensing in IoT Applications	13
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	12
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	12
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	12
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11

Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	10
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	10
Enabling Surveillance Cameras to Navigate	10
The Hunting-style Deployment of Underwater Sensor Networks	10
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	10
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	9
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	9
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	9
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	9
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	9
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	9
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	9
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	9
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	9
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	9
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	8
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	8
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	8
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	8
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	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
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	7
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	7
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	7
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	7
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	7
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	6
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	6
Holistic Energy Awareness and Robustness for Intelligent Drones	6
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	6
Taking Wireless Underground: A Comprehensive Summary	6
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	6
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	6
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	6
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	6
A Secure Face Recognition for IoT-enabled Healthcare System	6
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	6
A Measurement Framework for Explicit and Implicit Urban Traffic Sensing	6
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	5
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	5
Tradeoff in Design of Communication Structures in Wireless Sensor Network	5
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	5
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	5
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	5
FioRa+: Empowering Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks	5
Intelligent Video Ingestion for Real-time Traffic Monitoring	5
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	5
Device Fingerprinting with Magnetic Induction Signals Radiated by CPU Modules	5
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	5
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels	5
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	5
XGest: Enabling Cross-Label Gesture Recognition with RF Signals	5
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	5
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	5
Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	5
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	5
WiCG: Heartbeat Sensing Using COTS WiFi Devices with Common Antenna	5
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	5
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	5
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	5
Room-scale Location Trace Tracking via Continuous Acoustic Waves	5
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	5
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	4
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	4

GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	4
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	4
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	4
VibHead: An Authentication Scheme for Smart Headsets through Vibration	4
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	4
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	4
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	4
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	4
Multimodal Optimization of Edge Server Placement Considering System Response Time	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	4
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	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
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	4
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	4
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	4
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	4
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	4
InPhase: Phase-based Ranging and Localization	4
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
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	4
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	4
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	3
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	3
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	3
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	3
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	3
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	3
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	3
Communication for Underwater Sensor Networks: A Comprehensive Summary	3
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	3
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	3
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	3
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	3
Wireless Charging Scheduling for Long-term Utility Optimization	3
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	3
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	3
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	3
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	3
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	3
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	3
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	3
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	3
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	3
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	3
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	3
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	3
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	3
Adaptive Monitor Placement for Near Real-time Node Failure Localisation in Wireless Sensor Networks	3
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	3
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	3
OPTI: Order Preparation Time Inference for On-demand Delivery	3
Online Resource Provisioning for Wireless Data Collection	3
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	3
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	3
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	3