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 2021-09-01 to 2025-09-01.)

Article	Citations
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	20
Grouping visual enhancements for Picviz logging visualisation	15
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	12
An Improved Sparrow Search Algorithm and Its Application in Wireless Sensor Node Coverage Problem	12
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with RF energy harvesting	9
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	8
Reinforcement learning approach for quality of coverage-driven mobile charger optimal scheduling in wireless rechargeable sensor networks	7
Sleep behaviour monitoring based on the probability density model	7
Machine learning-based fault detection scheme for IoT-enabled WSNs	7
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	6
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	6
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	6
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	5
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	5
IoT-based indoor access control and monitoring: a case study from the containment measures of the COVID-19 pandemic	5
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	5
Trustworthy collaborative trajectory scheme for continuous LBS	5
A novel indoor positioning algorithm based on UWB	5
Hidden Game Theory Based Trust Strategic Approach for Trustworthy Communication in the Internet of Things	5
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
Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	4
Dependent task offloading based on proactive replication	4
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	4

Preserving privacy in Mobile Crowdsensing	4
Blockchain in Vehicular Ad hoc Networks: Applications, Challenges and Solutions	4
Research and implementation on a Trojan detection approach based on sensor path delay for golden-free chips	4
Message-ferrying delay-tolerant routing in linear wireless sensor networks	3
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	3
Empowering IoT Security: An Innovative Handover-Driven Node Selection Approach to Tackle Conscious Mobile Eavesdropping	3
Channel estimation in OFDM systems based on the Mamdani fuzzy genetic algorithm	3
Aero-engine blade detection and tracking using networked borescopes	3
Node WSN localisation based on adaptive crossover-mutation differential evolution	3
Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	3
A feature-driven approach for ADAS using real-time smartphone inertial sensor data	3
Wireless sensor system for chemical and biological parameters monitoring and classification	3
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	3
IoT networks for monitoring and detection of leakage in pipelines	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
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
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	2
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
Improved bees algorithm for the deployment of homogeneous and heterogeneous wireless sensor networks	2
Hole detection in wireless sensor network with force-directed algorithm and contour tracing	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	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
Early detection of a fall using Wi-Fi and deep learning	2
Human activity detection from inertial data using RNN and LSTM network	2
Residual Spatial-Temporal Graph Convolutional Neural Network for On-Street Parking Availability Prediction	2
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	2
A self-organising organisational paradigm for using multi-agent systems in traffic control application of VANETs	2
Machine Oil Leakage Detection Based on An Improved YOLOv4-tiny Neural Network	2
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	2
A Rotatable Battery Recognition Method Based on Improved YOLOv5	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
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	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
Temperature and Humidity Monitoring and Communication System for Coal Mine Working based on LoRa	2
Wireless Sensor Deployment Optimization Based on Cost, Coverage, Connectivity, and Load Balancing	2
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	2
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	2
ESFM-Net: low-dose CT artefact suppression method based on edge-guided spatial-frequency mutual network	2
Security Demonstration for the Quantum Noise-based Physical Layer Using Variable Keys	2
An IoT-based scalable river level monitoring platform	2
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	2
Improved fault tolerant SPRT detection method for node replication attacks in wireless sensor networks	2
Time series representation for information gathering via low resolution wireless sensor networks	1
A lightweight security scheme to defend against quantum attack in IoT-based energy internet	1

Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	1
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	1
Design and analysis of a robust security layer for software defined network framework	1
A collaborative charge scheduling scheme for electric vehicles (EV) based on charging time and resource cost-awareness	1
Two-phase privacy-preserving scheme for federated learning in edge networks	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
Cloud-enabled internet of things for environmental data collection: prototype and evaluation	1
One Health-inspired early implementation of airborne disease spread mitigation protocols aided by IoT-based biosensor network	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
Random binary sequences generation using heartbeats for cryptographic keys in WBSNs	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
Named entity recognition for function point descriptions in software cost estimation processes	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
A novel drone recovery system in IoT environment	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
Time Series Representation for Information Gathering via Low Resolution Wireless Sensor Networks	1
Novel context-aware methodology for risk assessment in intelligent video-surveillance systems	1
Human activity detection from inertial data using RNN and LSTM network	1
Task offloading and resource allocation for intersection scenarios in vehicular edge computing	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
An empirical study of fault diagnosis methods of a dissolved oxygen sensor based on ResNet-50	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Vehicle lane change trajectory learning and prediction model considering vehicle interactions and driving styles in highway scene	1
Virtual resource mapping in wireless sensor networks based on the maximum independent link set	1
Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation	1
A Dynamic Routing Algorithm for VANET with Graph Neural Networks and Deep Reinforcement Learning	1
DDQN-based data laboratory energy consumption control model	1
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	1
Dependent task offloading based on proactive replication	1
Grouping Visual Enhancements for Picviz Logging Visualization	1
Fault diagnosis model for railway signalling equipment using deep learning techniques	1
Analysis and handling of biased data provided by wireless sensor networks with lack of energy	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
IoT emergency healthcare system using ML-based triage	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
Blockchain in vehicular ad hoc networks: applications, challenges and solutions	1
Novel Context-aware Methodology for Risk Assessment in Intelligent Video-Surveillance Systems	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
UAV-assisted Connectivity Recovery for Intermittent-connectivity Mobile Ad Hoc Networks	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
A rate adaption algorithm for backscatter networks in mobile scenes	1
CNN-based hybrid deep learning framework for human activity classification	1
FSFDS: enhancing flight sensor fault diagnosis via diffusion and self-attention networks	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles	1
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks	1