OOIR: Observatory of International Research

Papers

(The TQCC of Mobile Networks & Applications is 5. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Editorial: Intelligent Mobility and Edge Computing for a Smarter World	60
EIPSO: An Energy Efficient Indoor Positioning System based on Game Theory	56
A Resource-Efficient Deep Learning Approach to Visual-Based Cattle Geographic Origin Prediction	50
LSTM Empowered Random Access with Attention Mechanism for IoT in Integrated Terrestrial and Non-Terrestrial Networks	48
Sports Training Correction based on 3D Virtual Image Model	46
Empowering Medical Diagnosis: A Machine Learning Approach for Symptom-Based Health Checker	37
Efficient and Secure Graph-Based Trust-Enabled Routing in Vehicular Ad-Hoc Networks	34
An Algorithm of Image Encryption based on AES & Rossler Hyperchaotic Modeling	33
A Large-Scale IoT-Based Scheme for Real-Time Prediction of Infectious Disease Symptoms	28
Research on Moving Liquid Level Detection Method of Viscometer in Dynamic Scene	26
An Intelligent Pilot Contamination Attacker-Defender Model for Wireless Networks: A Stackelberg Game Based Approach	22
Hardware-Based Satellite Network Broadcast Storm Suppression Method	20
Design of Quick Search Method for Key Feature Images in Mobile Networks	19
Formal Modeling and Verifying Dubbo Using Process Algebra	18
Approaches and Opportunities of Using Machine Learning Methods in Telecommunications and Industry 4.0	18
Multi-dimensional Data Optimal Classification Algorithm for Quality Evaluation of Distance Teaching in Universities	18
Applying Probabilistic Model Checking to Path Planning for a Smart Multimodal Transportation System Using IoT Sensor Data	18
5G Integrated User Downlink Adaptive Transmission Scheme for Low Earth Orbit Satellite Internet Access Network	17
An Improved Crowd Counting Method Based on YOLOv3	17
Joint-node-link Mapping for Virtual Network Embedding in 5G/6G Environments Using GAT-augmented PPO	17
Learn with Curiosity: A Hybrid Reinforcement Learning Approach for Resource Allocation for 6G enabled Connected Cars	16
Sensor Spoofing Detection On Autonomous Vehicle Using Channel-spatial-temporal Attention Based Autoencoder Network	15
Distributed Flexible Job Shop Scheduling through Deploying Fog and Edge Computing in Smart Factories Using Dual Deep Q Networks	15
Design and Implementation of an Educational Information Management System Using Deep Learning and Wireless Communication	15
Machine Learning Approach for Early Detection of Diabetes Using Raman Spectroscopy	15

Uplink Performance Analysis of Wireless Energy Harvesting-Enabled NOMA-based Networks	14
Toward 6G and Beyond: A Comprehensive Study of Antenna Design, Selection, and Suitability for Cooperative Communication	14
An IoT-Enabled Mental Health Monitoring System for English Language Students Using Generative Adversarial Network Algorithm	14
Efficient Tree Aggregation and Processing Time for Wireless Sensor Networks	14
Implementation of Modern Software Systems in Aviation Engineering	14
Assessing Psychological Health and Emotional Expression of Musical Education Using Q-Learning	14
Contact Tracing App Privacy: What Data is Shared by Non-GAEN Contact Tracing Apps	13
Consensus Algorithms on Appendable-Block Blockchains: Impact and Security Analysis	13
On Fitness Landscape Analysis of Permutation Problems: From Distance Metrics to Mutation Operator Selection	12
Swarm Learning-based Secure and Fair Model Sharing for Metaverse Healthcare	12
Poison-Resilient and Privacy-Preserving Federated Learning Scheme in Mobile Systems	12
Using Wireless Network Sensors as a New Medium of Communication for Sustainable Eco-cultural Tourism	12
Low-Cost Industrial IoT System for Wireless Monitoring of Electric Motors Condition	12
Evaluating Service Life of Metal Processing Machinery: An Intelligent Monitoring Perspective	11
Simulation of DOS Attacks Mitigation in Software Defined Network Architecture using Load Balancing Algorithm	11
ANFIS-Based Multi-Sensor Data Fusion Model for Optimized Autonomous Vehicle Navigation Using Big Data and Filtering Techniques	11
RETRACTED ARTICLE: Research on Athlete Posture Monitoring and Correction Technology Based on Wireless Sensing and Computer Vision Algorithms	11
Cloud-Edge Multi-Service Data Offloading Optimization for New Type Distribution Grid	11
Gsm_hdata: a bibliometric tool to analyze data from google scholar metrics	11
Deer Hunting Optimization with Deep Learning-Driven Automated Fabric Defect Detection and Classification	11
Power-Aware Fog Supported IoT Network for Healthcare Infrastructure Using Swarm Intelligence-Based Algorithms	11
Model-Free QoE-Aware Seamless Handoff in Heterogeneous Wireless Networks	10
ZTMP: Zero Touch Management Provisioning Algorithm for the On-boarding of Cloud-native Virtual Network Functions	10
CSC2O: Collaborative Service Caching and Computation Offloading Approach Based on GAN-Powered VECN	10
Using Industry 4.0 Tools in the Implementation of Modern Event Marketing	10
Remote Early Warning System for Mountain Floods with Robust ZigBee Wireless Networks	10
A 5G Hubs Location Hierarchized Problem that Balances the Connection of the Users	10
Editorial: Intelligent Multimodal Information Processing in Mobile Multimedia (MOBIMEDIA 2020)	10
A Vehicle-Assisted Computation Offloading Algorithm Based on Proximal Policy Optimization in Vehicle Edge Networks	10
Piano Players’ Intonation and Training Using Deep Learning and MobileNet Architecture	10
Mitigating DDoS Attacks in Private 5G Networks Using Deep Learning	10
Multi-DGI: Multi-head Pooling Deep Graph Infomax for Human Activity Recognition	9
Artificial Intelligent IoT-Based Cognitive Hardware for Agricultural Precision Analysis	9
Secrecy Performance of Multi-RIS-Assisted Wireless Systems	9
An IoT-based Smart Healthcare integrated solution for Basketball using Q-Learning Algorithm	9
Throughput Enhancement of High-Bandwidth Wireless Network Using Deep Double Q-Network Algorithm	9
FIRMa: A Framework to Support the Requirements Management Process Based on Information Management Tools	9
UAVs and Mobile Sensors Trajectories Optimization with Deep Learning Trained by Genetic Algorithm Towards Data Collection Scenario	9
A Test Environment for Wireless Hacking in Domestic IoT Scenarios	9
Performance Analysis of Spatially Multiplexed Hybrid BPSK-MPPM Modulated Optical Interconnect System Using Triangular Index Multicore Fiber	9
FV-Gaussian: Enhanced Far View For 3D Gaussian Splatting	9
Correction: A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users	9
Application of Visual Communication in Image Enhancement and Optimization of Human–Computer Interface	8
A Blind and Robust Image Watermarking Algorithm in the Spatial Domain using Two-level Partition	8
An Efficient Approach to Sports Rehabilitation and Outcome Prediction Using RNN-LSTM	8
Applying an Improved Squirrel Search Algorithm (ISSA) for Clustering and Low-Energy Routing in Wireless Sensor Networks (WSNs)	8
A Multimodal Teaching Quality Evaluation for Hybrid Education Based on Stepwise Regression Analysis	8
A GAN-Based Intrusion Detection Model for 5G Enabled Future Metaverse	8
RETRACTED ARTICLE: Near Infrared Spectral Imaging Based on Cloud Data and Wireless Network Sensing in Big Data Sports and Fitness Detection	8
An Overview of Smart Home IoT Trends and related Cybersecurity Challenges	8

Editorial: AI-based Data Intelligent for IoT Computing	8
Music Track Recommendation Using Deep-CNN and Mel Spectrograms	8
Successful Transmission Probability Analysis of the Satellite-Maritime Uplink: A Stochastic Geometry Based Approach	8
Formalization and Analysis of Aeolus-based File System from Process Algebra Perspective	8
Psychological and Mental Health Evaluation of English Language Students using Recurrent Neural Networks	8
Investigating the Impact of Musical Therapy on Physiological Stress in College Students Using Mixed Density Neural Networks	7
A Novel Color Image Encryption Algorithm Based on Cross-plane Scrambling and Diffusion	7
Anomaly Detection for Semiconductor Wafer Multi-wire Sawing Machines Using Statistical and Deep Learning Methods	7
Computation Offloading for Image Compression in Mobile Edge Computing Using a Deep Belief Network Based on the Markov Approximation Algorithm	7
SMMCN: a Machine Learning Signal-Recognition Combining MMSE and Multi-Loss Convolutional Network	7
Measuring Social Value of Information Technology: Application of Topic Modelling and System Dynamics	7
SEA: Secure and Efficient Public Auditing for Edge-Assisted IoT Aggregated Data Sharing	7
Advancing Security in the Industrial Internet of Things Using Deep Progressive Neural Networks	7
A Fast and Effective Image Encryption Scheme Based on DSVSM and (7, 4) Hamming Code	7
A Recommendation System of Personalized Resource Reliability for Online Teaching System under Large-scale User Access	7
Intrusion Detection on the Internet of Things Using the Adaptive Neural Fuzzy Inference System Trained by the Sailfish Optimization Algorithm	7
Intelligence Information Processing Applications in Meta World	7
Time Pattern Recognition of Traffic Flow in Terminal Area Based on Community Division	7
Retraction Note: Multi Information Amount Movement Aware- Routing in FANET: Flying Ad-hoc Networks	7
A Survey on Smart Optimisation Techniques for 6G-oriented Integrated Circuits Design	6
Inductive Subgraph Embedding for Link Prediction	6
Multi-view Robust Discriminative Feature Learning for Remote Sensing Image with Noisy Labels	6
Highly Reliable Robust Mining of Educational Data Features in Universities Based on Dynamic Semantic Memory Networks	6
RIS-Aided MmWave Hybrid Relay Network Based on Multi-Agent Deep Reinforcement Learning	6
A Model for Digital Education Management Information System Using Wireless Communication and BP Neural Networks	6
Development and Evaluation of a Serious Game-Based Exercise Therapy System for Sarcopenia Using Pose Recognition Technology	6
Hybrid IoT-Edge-Cloud Computing-based Athlete Healthcare Framework: Digital Twin Initiative	6
Automatic Modulation Classification Based on Efficient Multimodal Feature Fusion	6
Differentially Private Recurrent Variational Autoencoder For Text Privacy Preservation	5
Selecting the Distribution System using AHP and Fuzzy AHP Methods	5
A Brief Introduction to Vision Based Mobile Information System	5
DRL Empowered On-policy and Off-policy ABR for 5G Mobile Ultra-HD Video Delivery	5
RETRACTED ARTICLE: Machine Vision Technology Based on Wireless Sensor Network Data Analysis for Monitoring Injury Prevention Data in Yoga Sports	5
A Multi-Scale Gabor Filter-Based Method for Enhancing Video Images in Distance Education	5
Towards Modeling Conceptual Graphs and Transparent Intensional Logic	5
Image Identification Method of Ice Thickness on Transmission Line Based on Visual Sensing	5
A Sentiment Analysis Method for Big Social Online Multimodal Comments Based on Pre-trained Models	5
Security and Privacy in 5G-IIoT Smart Factories: Novel Approaches, Trends, and Challenges	5
A Deep Learning-Based Mechanism for Detecting Variable-Rate DDoS Attacks in Software-Defined Networks	5
Mathematical Model Simulation of Detailed Classification of Telemedicine Sensing Data	5
Data Integration Method of Multi-source Feedback Evaluation for Remote Teaching Quality	5
MPSO: An Optimization Algorithm for Task Offloading in Cloud-Edge Aggregated Computing Scenarios for Autonomous Driving	5
A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users	5
CSO-CNN: Cat Swarm Optimization-guided Convolutional Neural Network for Mobile Detection of Breast Cancer	5
Green Anaconda Optimization Based Energy Aware Clustering Protocol for 6G Wireless Communication Systems	5
A New Lean Logistics Management Model for the Modern Supply Chain	5
Performance Investigation of WirelessHART in the Coexistence with Wi-Fi Networks	5
Enhancing Data Security in Mobile Ad-hoc Network (MANETs) Using Trust-Based Approach with RSSI and Fuzzy Logic	5
Service Enhancement and Internet Security for HSI	5
An Intelligent System of Permanent Magnet Synchronous Using Synovial Motor Control and PID Motor Control for EoT Computing: a Comparative Simulation Study	5
River Ecological Protection and Restoration Using Multi-source Remote Sensing Data	5
A Reconstructed Priority Assignment Method for Computationally Intensive Task Offloading in Mobile Communication Networks	5
An Extended SDN Architecture for Video-on-Demand Caching	5
Efficient Power Prediction for Intersatellite Optical Wireless Communication System Using Artificial Neural Network	5