ACM Transactions on Sensor Networks

Article	Citations
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	141
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	97
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	75
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	71
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	68
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	68
Adaptive Offloading of Transformer Inference for Weak Edge Devices with Masked Autoencoders	52
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	51
Introduction to the Special Section on Energy-efficient and Secure Computing for Artificial Intelligence and Beyond	45
Editorial from the Editor-in-Chief	36
Predicting the Impact of Disruptions to Urban Rail Transit Systems	35
Minimizing Age of Event in Artificial Intelligence of Things	32
Semi-supervised Intrusive Appliance Load Monitoring in Smart Energy Monitoring System	29
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	29
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	28
A Contactless Authentication System Based on WiFi CSI	27
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	27
Multimodal Optimization of Edge Server Placement Considering System Response Time	26
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	25
Chipnet: Enabling Large-scale Backscatter Network with Processor-free Devices	24
Energy-Aware Algorithm for Assignment of Relays in LP WAN	24
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	23
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	21
XNAS: A Regressive/Progressive NAS for Deep Learning	21
Network Lifetime Optimization in Multi-hop Industrial Cognitive Radio Sensor Networks	20

DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	18
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	18
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	18
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	17
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	17
DAG Scheduling in Mobile Edge Computing	16
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	16
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	16
The Hunting-style Deployment of Underwater Sensor Networks	16
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	16
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	16
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	15
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	15
SolarKey: Battery-free Key Generation Using Solar Cells	15
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	15
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	14
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	14
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	14
Hypergraph-based Truth Discovery for Sparse Data in Mobile Crowdsensing	14
An Anonymous Authenticated Group Key Agreement Scheme for Transfer Learning Edge Services Systems	14
VibHead: An Authentication Scheme for Smart Headsets through Vibration	14
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	14
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	14
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	14
Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things	13
Robust Classification and 6D Pose Estimation by Sensor Dual Fusion of Image and Point Cloud Data	13
Obfuscating Ciphertext-Policy Attribute-Based Re-Encryption for Sensor Networks with Cloud Storage	13
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	13
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	13
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	12
A Double Auction for Charging Scheduling among Vehicles Using DAG-Blockchains	12
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	12
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	11
SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency	11
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	11
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	11
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	10
Enabling Surveillance Cameras to Navigate	10
A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior	10
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	10
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	10
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	9
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	9
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	9
Scalable Privacy-preserving Geo-distance Evaluation for Precision Agriculture IoT Systems	9
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	9
Graph Neural Networks in IoT: A Survey	9
Scalable Estimator for Multi-task Gaussian Graphical Models Based in an IoT Network	9
InPhase: Phase-based Ranging and Localization	9

GraphSmart: A Method for Green and Accurate IoT Water Monitoring	9
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	9
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	9
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	9
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	8
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
PaSTG: A Parallel Spatio-Temporal GCN Framework for Traffic Forecasting in Smart City	8
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	8
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	8
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Artificial Intelligence of Things: A Survey	8
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	7
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	7
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	7
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition	7
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	7
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	7
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	7
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	7
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	6
Taming Irregular Cardiac Signals for Biometric Identification	6
Cost Minimization of Digital Twin Placements in Mobile Edge Computing	6
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	6
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	6
IUAC: Inaudible Universal Adversarial Attacks Against Smart Speakers	6
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	6
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	6
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	6
Towards Distributed Flow Scheduling in IEEE 802.1Qbv Time-Sensitive Networks	6
On the Inference of Original Graph Information from Graph Embeddings	6
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	6
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	6
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	6
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	6
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	6
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	6
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	6
Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network	6
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	5
A Trusted Paradigm of Data Management for Blockchain-Enabled Internet of Vehicles in Smart Cities	5
Sensing the Sensor: Estimating Camera Properties with Minimal Information	5
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	5
LightGyro: A Batteryless Orientation Measuring Scheme Based on Light Reflection	5
COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks	5
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	5
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	5
Link Quality Estimation of Cross-Technology Communication: The Case with Physical-Level Emulation	5
Robust Networking: Dynamic Topology Evolution Learning for Internet of Things	5
Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach	4
Breaking Cellular IoT with Forged Data-plane Signaling: Attacks and Countermeasure	4
COVID-19 Diagnosis System Based on Chest X-ray Images Using Optimized Convolutional Neural Network	4
ID-Based Multireceiver Homomorphic Proxy Re-Encryption in Federated Learning	4
On Node Localizability Identification in Barycentric Linear Localization	4
E-TPE: E fficient T humbnail- P reserving E ncryption for Privacy Protection	4
Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System	4
An Online Resource Management for Obscured Sensors in Agriculture using UAV	4
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	4
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	4
Evaluation of Low-cost Air Quality Sensor Calibration Models	4
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	4
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	4
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	4
Taming the Errors in Cross-Technology Communication: A Probabilistic Approach	4
Key Extraction Using Ambient Sounds for Smart Devices	4
Availability-aware Provision of Service Function Chains in Mobile Edge Computing	4
Intelligent Cooperative Caching at Mobile Edge based on Offline Deep Reinforcement Learning	4
Drone-Based Bug Detection in Orchards with Nets: A Novel Orienteering Approach	4
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	4
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	4
Push the Limit of Millimeter-wave Radar Localization	4
Measurement-Based Optimization of Cell Selection in NB-IoT Networks	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
Enabling Cross-technology Communication from LoRa to ZigBee via Payload Encoding in Sub-1 GHz Bands	4
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	4
PnA: Robust Aggregation Against Poisoning Attacks to Federated Learning for Edge Intelligence	4
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	4
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	4

Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	4
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	3
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals	3
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection	3
Attack-aware Synchronization-free Data Timestamping in LoRaWAN	3
Joint Deployment Strategy of Battery-Free Sensor Networks with Coverage Guarantee	3
A DRL-based Partial Charging Algorithm for Wireless Rechargeable Sensor Networks	3
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	3
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	3
MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data	3
Classification Learning Assisted Biosensor Data Analysis for Preemptive Plant Disease Detection	3
DeFFusion: CNN-based Continuous Authentication Using Deep Feature Fusion	3
WiVelo: Fine-grained Wi-Fi Walking Velocity Estimation	3
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	3
AdaMEC: Towards a Context-adaptive and Dynamically Combinable DNN Deployment Framework for Mobile Edge Computing	3
Wavoice: An mmWave-Assisted Noise-Resistant Speech Recognition System	3
Mring: Contactless MR/AR Extended Input Method Based on Magnetic Signal	3
PigSense: Structural Vibration-based Activity and Health Monitoring System for Pigs	3
BLEdge: Edge-centric Programming for BLE Applications with Multi-connection Optimization	3
CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks	3
Trajectory Planning using Transfer Learning and Wireless Sensor Network for Target Search Mobile Robot	3
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	3
Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy	3
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	3
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	3
Exploiting Fine-grained Dimming with Improved LiFi Throughput	3
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning	3
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	3
Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme	3
Energy and QoE Optimization for Mobile Video Streaming with Adaptive Brightness Scaling	3
Evaluating Compressive Sensing on the Security of Computer Vision Systems	3
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	3
WiFine: Real-Time Gesture Recognition Using Wi-Fi with Edge Intelligence	3
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	3
Parallel Finite Field Algorithms for Communications and Sensor Networks	2
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	2
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	2
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	2
RPWAEAuth: Sensor-Based Continuous Authentication Using Reconstruction Probability in Wasserstein Autoencoder	2
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles	2
Sustainable and Low-Cost Greenhouse Soil Moisture Monitoring Using Battery-Free RFID Sensors	2
Tensor-Based Viterbi Algorithms for Collaborative Cloud-Edge Cyber-Physical-Social Activity Prediction	2
Introduction to the Special Issue on Artificial Intelligence for Underwater Sensor Networks	2
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	2
FLog: Automated Modeling of Link Quality for LoRa Networks in Orchards	2
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	2
Wireless Localization with Spatial-Temporal Robust Fingerprints	2
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	2
RACEME: Embedded Intelligence for Correlation-driven Predictive Energy-harvesting Management in LoRa Networks	2
RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation	2
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	2
Elder-oriented Active Learning for Adaptation of Perception Intelligence in Home Service Robots	2
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	2
VILL: Toward Efficient and Automatic Visual Landmark Labeling	2
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	2
Fair and Robust Federated Learning via Decentralized and Adaptive Aggregation based on Blockchain	2
MERA: Meta-Learning Based Runtime Adaptation for Industrial Wireless Sensor-Actuator Networks	2
PAM-FOG Net: A Lightweight Weed Detection Model Deployed on Smart Weeding Robots	2
Behave Differently when Clustering: A Semi-asynchronous Federated Learning Approach for IoT	2
eDeepSave: Saving DNN Inference using Early Exit During Handovers in Mobile Edge Environment	2
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	2
Evaluating Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition	2
mmSign: mmWave-based Few-Shot Online Handwritten Signature Verification	2
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	2
Introduction to the Special Section on Contact-free Smart Sensing in AIoT	2
BiLSTM-based Federated Learning Computation Offloading and Resource Allocation Algorithm in MEC	2
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	2
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	2
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	2
On-device Training: A First Overview on Existing Systems	2
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	2
An Efficient RFID Tag Search Protocol Based on Historical Information Reasoning for Intelligent Farm Management	2
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	2
Edge Content Caching with Deep Spatiotemporal Residual Network for IoV in Smart City	2
A Secure and Anonymous Communicate Scheme over the Internet of Things	2
Concurrent Low-power Listening: A New Design Paradigm for Duty-cycling Communication	2
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	2
Mobile Localization Techniques for Wireless Sensor Networks: Survey and Recommendations	2
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	2