OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Sensor Networks is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

Article	Citations
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	22
An Improved Sparrow Search Algorithm and Its Application in Wireless Sensor Node Coverage Problem	18
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with RF energy harvesting	17
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	13
Sleep behaviour monitoring based on the probability density model	10
Reinforcement learning approach for quality of coverage-driven mobile charger optimal scheduling in wireless rechargeable sensor networks	9
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	8
Grouping visual enhancements for Picviz logging visualisation	8
A novel indoor positioning algorithm based on UWB	7
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	7
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	7
DynO-IoT: a dynamic ontology for provisioning semantic interoperability in internet of things	6
Spatial properties verification approach of wireless sensor networks using model checking	6
A Dynamic Sensing-Based, Adaptive Energy-Efficient Transmission Scheme for Wireless Sensor Networks in Perishable Goods Monitoring	6
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	6
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	6
Machine learning-based fault detection scheme for IoT-enabled WSNs	6
Trustworthy collaborative trajectory scheme for continuous LBS	5
Advanced air quality prediction modelling using intelligent optimisation algorithm in urban regions	5
Research and implementation on a Trojan detection approach based on sensor path delay for golden-free chips	5
IoT-based indoor access control and monitoring: a case study from the containment measures of the COVID-19 pandemic	5
Hidden Game Theory Based Trust Strategic Approach for Trustworthy Communication in the Internet of Things	5
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	5
Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	4
Preserving privacy in Mobile Crowdsensing	4

A feature-driven approach for ADAS using real-time smartphone inertial sensor data	4
Blockchain in Vehicular Ad hoc Networks: Applications, Challenges and Solutions	4
Dependent task offloading based on proactive replication	4
Node WSN localisation based on adaptive crossover-mutation differential evolution	4
Cybersecurity, throughput and delay analysis using multiple reconfigurable intelligent surfaces	4
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	4
IoT trust aggregation using hybrid outlier detection and consensus	4
Leak detection and localisation on a gas pipeline using the gradient of squared pressure	4
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
An Edge Computing Offloading Strategy based on Multi-Dimensional Attributes and Distributed Deep Learning	3
Message-ferrying delay-tolerant routing in linear wireless sensor networks	3
Aero-engine blade detection and tracking using networked borescopes	3
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	3
Wireless sensor system for chemical and biological parameters monitoring and classification	3
IoT networks for monitoring and detection of leakage in pipelines	3
Channel estimation in OFDM systems based on the Mamdani fuzzy genetic algorithm	3
Empowering IoT Security: An Innovative Handover-Driven Node Selection Approach to Tackle Conscious Mobile Eavesdropping	3
Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	3
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	3
Spacetime graph convolution driven sensing edge node collaboration for photovoltaic fault diagnosis	3
Preserving privacy in mobile crowdsensing	2
Analysis of GNSS data quality based on Anubis and RTKLIB and single-point positioning accuracy in different environments for Android smartphones	2
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	2
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	2
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	2
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	2
ESFM-Net: low-dose CT artefact suppression method based on edge-guided spatial-frequency mutual network	2
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	2
A Rotatable Battery Recognition Method Based on Improved YOLOv5	2
AROS: Human Action Recognition by Spatio-Temporal Fusion Mechanism Based on Optimized Subcarriers	2
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
Improved fault tolerant SPRT detection method for node replication attacks in wireless sensor networks	2
Hole detection in wireless sensor network with force-directed algorithm and contour tracing	2
Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	2
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	2
A lightweight security scheme to defend against quantum attack in IoT-based energy internet	2
Residual Spatial-Temporal Graph Convolutional Neural Network for On-Street Parking Availability Prediction	2
Security Demonstration for the Quantum Noise-based Physical Layer Using Variable Keys	2
Blind reconfigurable intelligent surfaces for dynamic offloading in fixed-NOMA mobile edge networks	2
Service composition optimisation of virtual resource allocation management in the cloud environment based on green scheduling	2
Temperature and Humidity Monitoring and Communication System for Coal Mine Working based on LoRa	2
Early detection of a fall using Wi-Fi and deep learning	2
An IoT-based scalable river level monitoring platform	2
Wireless Sensor Deployment Optimization Based on Cost, Coverage, Connectivity, and Load Balancing	2
Human activity detection from inertial data using RNN and LSTM network	2
IoT emergency healthcare system using ML-based triage	2
Task offloading and resource allocation for intersection scenarios in vehicular edge computing	2

MultiNeigh-GNN: a Multi-Order Neighbouring Data Fusion Graph Neural Network for IoT Intrusion Detection	2
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	2
A Novel Federated Learning Approach for Routing Optimisation in Opportunistic IoT Networks	2
RCAU-Net: convolutional networks with residual channel attention for non-uniformity correction	2
Human activity detection from inertial data using RNN and LSTM network	2
Performance Analysis of Various Machine Learning Models for Membership Inference Attack	2
Development and Evaluation of a Low-Cost Data Acquisition System using Heterogeneous Sensors	2
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	1
Fault diagnosis model for railway signalling equipment using deep learning techniques	1
Novel Context-aware Methodology for Risk Assessment in Intelligent Video-Surveillance Systems	1
Analysis and handling of biased data provided by wireless sensor networks with lack of energy	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
A Dynamic Routing Algorithm for VANET with Graph Neural Networks and Deep Reinforcement Learning	1
Dependent task offloading based on proactive replication	1
One Health-inspired early implementation of airborne disease spread mitigation protocols aided by IoT-based biosensor network	1
Adaptive Offloading in Multi-Access Edge Networks via Hierarchical Federated Learning and Real-time System Adaptation	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
Privacy preservation and security challenges: a new frontier multimodal machine learning research	1
Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation	1
ADLoc: an angle-delay fingerprint localisation method for MIMO-OFDM systems	1
Time Series Representation for Information Gathering via Low Resolution Wireless Sensor Networks	1
Design and analysis of a robust security layer for software defined network framework	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	1
Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
Machine Oil Leakage Detection Based on An Improved YOLOv4-tiny Neural Network	1
A novel drone recovery system in IoT environment	1
Grouping Visual Enhancements for Picviz Logging Visualization	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
UAV-assisted Connectivity Recovery for Intermittent-connectivity Mobile Ad Hoc Networks	1
CNN-based hybrid deep learning framework for human activity classification	1
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	1
A rate adaption algorithm for backscatter networks in mobile scenes	1
Blockchain in vehicular ad hoc networks: applications, challenges and solutions	1
DDQN-based data laboratory energy consumption control model	1
Artificial Intelligence Enabled 5G-NR Optimization	1
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles	1
Detection enhancement for RFID systems	1
A Dynamic Interactive System for Intelligent Lighting Art Installations based on Multimodal Sensing	1
An empirical study of fault diagnosis methods of a dissolved oxygen sensor based on ResNet-50	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
A collaborative charge scheduling scheme for electric vehicles (EV) based on charging time and resource cost-awareness	1
Novel context-aware methodology for risk assessment in intelligent video-surveillance systems	1
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
A self-organising organisational paradigm for using multi-agent systems in traffic control application of VANETs	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	1
Named entity recognition for function point descriptions in software cost estimation processes	1
Virtual resource mapping in wireless sensor networks based on the maximum independent link set	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
Cloud-enabled internet of things for environmental data collection: prototype and evaluation	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
FSFDS: enhancing flight sensor fault diagnosis via diffusion and self-attention networks	1
Random binary sequences generation using heartbeats for cryptographic keys in WBSNs	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
The flaws of Internet of Things (IoT) intrusion detection and prevention schemes	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
Buffer Management Approach for Efficient 6TiSCH Network Formation	1
Time series representation for information gathering via low resolution wireless sensor networks	1
D2D resource allocation algorithm based on joint interference control in 5G heterogeneous networks	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
A path optimisation method based on dynamic clustering strategy and non-dominated sorting genetic algorithm II in wireless sensor networks	1
A novel offloading algorithm for cost-sensitive tasks in VEC networks using deep reinforcement learning	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
Improved bees algorithm for the deployment of homogeneous and heterogeneous wireless sensor networks	1