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 2021-08-01 to 2025-08-01.)

Article	Citations
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	20
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	12
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	11
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	9
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	7
Machine learning-based fault detection scheme for IoT-enabled WSNs	7
Grouping visual enhancements for Picviz logging visualisation	7
Spatial properties verification approach of wireless sensor networks using model checking	7
DynO-IoT: a dynamic ontology for provisioning semantic interoperability in internet of things	6
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	6
A novel indoor positioning algorithm based on UWB	6
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	6
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	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
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	5
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	5
Trustworthy collaborative trajectory scheme for continuous LBS	5
Hidden Game Theory Based Trust Strategic Approach for Trustworthy Communication in the Internet of Things	5
Node WSN localisation based on adaptive crossover-mutation differential evolution	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
Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	4
Dependent task offloading based on proactive replication	4

Preserving privacy in Mobile Crowdsensing	4
Blockchain in Vehicular Ad hoc Networks: Applications, Challenges and Solutions	4
Wireless sensor system for chemical and biological parameters monitoring and classification	3
IoT networks for monitoring and detection of leakage in pipelines	3
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	3
Message-ferrying delay-tolerant routing in linear wireless sensor networks	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	3
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	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
Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	3
Aero-engine blade detection and tracking using networked borescopes	3
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	2
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	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
A Rotatable Battery Recognition Method Based on Improved YOLOv5	2
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	2
RCAU-Net: convolutional networks with residual channel attention for non-uniformity correction	2
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	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
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	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
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	2
Security Demonstration for the Quantum Noise-based Physical Layer Using Variable Keys	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
Analysis of GNSS data quality based on Anubis and RTKLIB and single-point positioning accuracy in different environments for Android smartphones	2
AROS: Human Action Recognition by Spatio-Temporal Fusion Mechanism Based on Optimized Subcarriers	2
Human activity detection from inertial data using RNN and LSTM network	2
Wireless Sensor Deployment Optimization Based on Cost, Coverage, Connectivity, and Load Balancing	2
Improved fault tolerant SPRT detection method for node replication attacks in wireless sensor networks	2
IoT emergency healthcare system using ML-based triage	2
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	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
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	2
A Novel Federated Learning Approach for Routing Optimisation in Opportunistic IoT Networks	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
Preserving privacy in mobile crowdsensing	2
Grouping Visual Enhancements for Picviz Logging Visualization	1
Novel Context-aware Methodology for Risk Assessment in Intelligent Video-Surveillance Systems	1
UAV-assisted Connectivity Recovery for Intermittent-connectivity Mobile Ad Hoc Networks	1

Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
Vehicle lane change trajectory learning and prediction model considering vehicle interactions and driving styles in highway scene	1
DDQN-based data laboratory energy consumption control model	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
A novel drone recovery system in IoT environment	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
Time Series Representation for Information Gathering via Low Resolution Wireless Sensor Networks	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	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
Buffer Management Approach for Efficient 6TiSCH Network Formation	1
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
One Health-inspired early implementation of airborne disease spread mitigation protocols aided by IoT-based biosensor network	1
A collaborative charge scheduling scheme for electric vehicles (EV) based on charging time and resource cost-awareness	1
ADLoc: an angle-delay fingerprint localisation method for MIMO-OFDM systems	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
Adaptive Offloading in Multi-Access Edge Networks via Hierarchical Federated Learning and Real-time System Adaptation	1
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles	1
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	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
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
Novel context-aware methodology for risk assessment in intelligent video-surveillance systems	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
CNN-based hybrid deep learning framework for human activity classification	1
Design and analysis of a robust security layer for software defined network framework	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
Two-phase privacy-preserving scheme for federated learning in edge networks	1
Privacy preservation and security challenges: a new frontier multimodal machine learning research	1
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
D2D resource allocation algorithm based on joint interference control in 5G heterogeneous networks	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
Detection enhancement for RFID systems	1
Dependent task offloading based on proactive replication	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
Time series representation for information gathering via low resolution wireless sensor networks	1
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks	1
Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
Blockchain in vehicular ad hoc networks: applications, challenges and solutions	1