Welcome to the InfoSci Platform

Reference Hub

This research has been cited in:

Chapter
Blind Video Quality Assessment Based on Human Visual Speed Perception and Nature Scene StatisticSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_44
Conference
Research on Coverage Ability Assessment of High and Low Frequency based on Machine Learning2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664166
Chapter
Big Data Research on Driving Behavior Model and Auto Insurance Pricing Factors Based on UBISignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_49
Conference
A Novel Big Data Assisted Analysis Architecture for Telecom Operator2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00128
Conference
Business User Portrait Modeling and Clustering Analysis Under The Background of Big Data2021 13th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)10.1109/ICMTMA52658.2021.00153
Conference
Research and Application of AI in 5G Network Operation and Maintenance2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00212
Conference
A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00219
Chapter
The Realization Path of Network Security Technology Under Big Data and Cloud ComputingSignal and Information Processing, Networking and Computers10.1007/978-981-13-7123-3_66
Conference
An Energy Efficiency Strategy Based on Bayesian Classification in SDN Data Center2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00205
Conference
Telecom Customer Chum Prediction based on Half Termination Dynamic Label and XGBoost2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00224
Conference
Mahalanobis Distance and Pauta Criterion based Log Anomaly Detection Algorithm for 5G Mobile Network2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00195
Conference
A Novel Base Station Analysis Scheme Based on Telecom Big Data2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)10.1109/HPCC/SmartCity/DSS.2018.00179
Chapter
Users' Perception Monitoring Operation System Based on Big Data Algorithm for Highway ScenariosSignal and Information Processing, Networking and Computers10.1007/978-981-19-9968-0_141
Chapter
Fast Positioning and End-to-End Optimization Based on NB-IoT CoverageSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_97
Conference
Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)10.1109/BMSB58369.2023.10211577
Chapter
The Next Generation Identity Platform for Digital Era Based on BlockchainSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_124
Conference
Preference Recommendation Scheme based on Social Networks of Mobile Users2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00220
Conference
Telecom Big Data Assisted BS Resource Analysis for LTE/5G Systems2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00042
Chapter
Application of XGBOOST Model on Potential 5G Mobile Users ForecastSignal and Information Processing, Networking and Computers10.1007/978-981-19-3387-5_177
Chapter
Architecture and Technology of Multi-Source Heterogeneous Data System for Telecom OperatorSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_120
Chapter
Cell Expansion Priority Recommendation Based on Prophet AlgorithmSignal and Information Processing, Networking and Computers10.1007/978-981-19-3387-5_172
Conference
Research on Photoelectric Effect for Artificial Satellite Communication2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00220
Conference
A Novel 5G Core Network Capability Exposure Method for Telecom Operator2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00217
Conference
User Analysis and Traffic Prediction Method based on Behavior Slicing2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00230
Conference
Comprehensive Analysis System and Scenarios of Electric IoT Big Data2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00153
Chapter
A Novel Algorithm of Geographical Portraits Based on Telecommunication DataSignal and Information Processing, Networking and Computers10.1007/978-981-13-1733-0_25
Chapter
Research on Classroom Attention Analysis Based on Multi-source Data CorrelationSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_108
Conference
Coverage Estimation of Wireless Network Using Attention U-Net2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00174
Conference
Research and Application of 5G Edge AI in Medical Industry2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00207
Chapter
Crowdfunding Assisted Cellular System Analysis and Application5G for Future Wireless Networks10.1007/978-3-319-72823-0_8
Conference
OSS Data based Evaluation Algorithm for Radio Utilization Rate under 5G Massive MIMO2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00086
Conference
5G Residency Enhancement Method based on 5G Beam Intelligent Optimization2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00088
Conference
Investigation on Multi-Antenna Technologies Evolution from FDD LTE to NR FDD2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00222
Conference
Cell Boundary Prediction and Base Station Location Verification based on Machine Learning2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00221
Conference
Research on Enterprises Loss in Regional Economic Risk Management2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00211
Conference
Automated Performance Benchmarking Platform of IaaS Cloud2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00197
Chapter
Research and Application of Precision Marketing Algorithms for ETC Credit Card Based on Telecom Big DataSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_129
Chapter
Telecom Big Data Based User Analysis and Application in Telecom Industry5G for Future Wireless Networks10.1007/978-3-319-72823-0_11
Conference
A Comprehensive Operation and Revenue Analysis Algorithm for LTE/5G Wireless System Based on Telecom Operator Data2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00274
Conference
Capacity Enhancement in LTE Network based on Machine Learning2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00202
Conference
Research on SDN/NFV Network Traffic Management and Optimization based on Big Data and Artificial Intelligence2018 18th International Symposium on Communications and Information Technologies (ISCIT)10.1109/ISCIT.2018.8587985
Conference
Evaluation and Application of News Transmission Speed in New Media Environment2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00201
Chapter
Mobile Network Monitoring Technology for City Freeway Based on Big Data AnalysisSignal and Information Processing, Networking and Computers10.1007/978-981-19-3387-5_167
Conference
Research on 5G Network Capacity and Expansion2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00209
Conference
Design of Virtual Reality Education Platform based on 5G MEC2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00094
Chapter
A Review of Deep Learning Techniques Applied in Lung Cancer DiagnosisSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_95
Conference
5G Wireless Networks Meet Big Data Challenges, Trends, and Applications2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00272
Conference
Sorting and Utilizing of Telecom Operators Data Assets Based on Big Data2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00130
Chapter
Customer Churn Analysis for Telecom Operators Based on SVMSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_39
Chapter
A Gender and Age Prediction Algorithm Using Big Data Analytic Based on Mobile APPs InformationSignal and Information Processing, Networking and Computers10.1007/978-981-13-7123-3_60
Chapter
Intelligent User Profile Prediction in Radio Access NetworkSignal and Information Processing, Networking and Computers10.1007/978-981-13-7123-3_51
Chapter
Cross-Screen Tracking Method Based on User Behavior DataSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_116
Conference
Research on Infrastructure Project Financial System based on Power Grid Big Data2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00213
Conference
A Renewable Energy Certificate Trading System Based on Blockchain2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00218
Conference
A Filter Rank Based Pruning Method for Convolutional Neural Networks2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00182
Conference
A Low Cost and Easy Implement Highway Accident Detection Model Based on Big Data2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00125
Conference
Research on Distance based Data Records Matching Method for Mobile Network CDR2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664084
Conference
NR Shared Spectrum efficiency and utilization analysis based on big data2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00189
Chapter
A Downlink Coverage Self-optimizing Algorithm for LTE Cellular Networks Based on Big Data AnalyticsSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_45
Conference
Joint Offloading Decision and Resource Allocation of 5G Edge Intelligent Computing for Complex Industrial Application2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00223
Chapter
A Virtual Optical Network Mapping Algorithm Based on Machine LearningSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_117
Chapter
Kubernetes Realizes the Cloud & Network Cooperation Based on Hardware SDN ControllerSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_126
Chapter
Intelligent Detection of Network Coverage Problems Based on the Clustering AlgorithmSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_121
Chapter
OSS Data Based LTE Wireless Coverage Efficiency Analysis MethodSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_54
Conference
End-to-End Algorithm for Recovering Human 3D Model from Monocular Images2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)10.1109/HPCC/SmartCity/DSS.2018.00180
Conference
Multi-channel Live Video Processing Method Based on Cloud-edge Collaboration2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00198
Conference
Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664185
Chapter
Supervised Machine Learning in 5G NSA Networks for Coverage and Performance AnalysisSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_109
Conference
Collaborative Improvement of User Experience and Network Quality Based on Big Data2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00172
Conference
Exploration and Discussion on Operation Management System of Telecom Operators2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664125
Conference
A new algorithm for demographic expansion based on multi-scene differentiated communication data2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00217
Conference
Analysis and Prediction of Employee Turnover Characteristics based on Machine Learning2018 18th International Symposium on Communications and Information Technologies (ISCIT)10.1109/ISCIT.2018.8587962
Conference
Mobile Network User Perception Prediction based on Random Forest Algorithm2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664054
Conference
Research on Voice Quality Evaluation Method Based on Artificial Neural Network2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00215
Conference
Survey on 5G Network Expansion Methods2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00087
Chapter
4G Video Service Stalling Perception Evaluation and Optimization Based on Big DataSignal and Information Processing, Networking and Computers10.1007/978-981-13-7123-3_56
Conference
Research on OTFS Systems for 6G2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00213
Conference
Survey of Time Series Data Processing in Industrial Internet2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00151
Article
Blockchain Adoption in Agricultural Supply Chain for Better Sustainability: A Game Theory PerspectiveSustainability10.3390/su14031470
Chapter
Conformance Testing and Measurement for Classification and Coding InformationSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_99
Conference
Online Automatic Service Composition for Mobile and Pervasive Computing2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00202
Conference
AI based Collaborative Optimization Scheme for Multi-Frequency Heterogeneous 4G/5G Networks2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00155
Conference
5GC Network and MEC UPF Data Collection Scheme Research2021 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)10.1109/ICT-DM52643.2021.9664122
Chapter
PoC Testing Analysis of Big Data ProductsSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_123
Chapter
Data Mining for Base Station Evaluation in LTE Cellular SystemsSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_43
Chapter
High-Speed Railway Mobile Communication Network Optimization Based on Big Data AnalysisSignal and Information Processing, Networking and Computers10.1007/978-981-13-1733-0_30
Conference
Research on Wireless Resource Management and Scheduling for 5G Network Slice2021 International Wireless Communications and Mobile Computing (IWCMC)10.1109/IWCMC51323.2021.9498806
Conference
Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00212
Conference
AI-based 5G Resident Ratio Prediction for Multi-Frequency Heterogeneous Networks2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)10.1109/BMSB58369.2023.10211530
Conference
An Apriori-Based Energy-Efficient Algorithm for SDN Data Center2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00152
Conference
Telecom Big Data based Precision Marketing Algorithms for Financial Industry2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS)10.1109/IUCC-CIT-DSCI-SmartCNS55181.2021.00095
Chapter
Clothing Recommendation System Based on Advanced User-Based Collaborative Filtering AlgorithmSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_53
Conference
Research on 5G Coverage Capability Assessment Based on Voice Quality Intelligent Evaluation2022 IEEE 8th International Conference on Computer and Communications (ICCC)10.1109/ICCC56324.2022.10065671
Conference
Blind Video Quality Assessment Based on Human Visual Characteristic2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00139
Conference
A Novel Architecture and Algorithm for Prediction of Students Psychological Health based on Big Data2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00195
Chapter
A New Method for End-to-End QoS Analysis of LTE Network in Focused Scene Based on Operator’s Big DataSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_91
Conference
Base Station Prediction Analysis Scheme Based on Lasso Regression Machine Learning Algorithm2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00198
Conference
Discussion on Communication Control Method of Cluster UAV2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS)10.1109/IUCC/DSCI/SmartCNS.2019.00140
Chapter
Research of New Energy Vehicles User Portrait and Vehicle-Owner Matching Model Based on Multi-source Big DataSignal and Information Processing, Networking and Computers10.1007/978-981-19-3387-5_171
Chapter
Data Visualization of 5G Speed Test Platform Using TableauSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_127
Chapter
Multi-index Evaluation Analysis of Region Network Development: A Cluster Empirical StudySignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_61
Chapter
5G Uplink Coverage Enhancement Based on Coordinating NR TDD and NR FDDSignal and Information Processing, Networking and Computers10.1007/978-981-19-3387-5_168
Conference
Design of Performance Benchmark for Time Series Databases2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00208
Conference
Design and Implementation of Intelligent Operation and Maintenance System for Big Data Platform2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00192
Chapter
Research on Impact of LTE RSSI Based on Network Data Correlation Analysis and Optimization PracticeSignal and Information Processing, Networking and Computers10.1007/978-981-10-7521-6_38
Conference
Research on Capability Building of Mobile Network Data Analysis and Visualization2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom56396.2022.00210
Chapter
Intelligent Verification of Basic Engineering Parameters Based on Online Machine LearningSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_87
Conference
Research on User Behavioral Intention Based on Telecommunication Data2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00270
Chapter
Analysis of LTE and NR Shared Spectrum Based on Traffic LoadSignal and Information Processing, Networking and Computers10.1007/978-981-33-4102-9_114
Chapter
Investigating Similarity of APP Usage Among Mobile Users Based on Telecom Big DataSignal and Information Processing, Networking and Computers10.1007/978-981-15-4163-6_88
Chapter
User Perception Aware Telecom Data Mining and Network Management for LTE/LTE-Advanced NetworksSignal and Information Processing, Networking and Computers10.1007/978-981-13-1733-0_29
Conference
Research and Application of Intelligent Antenna Feeder Optimization System based on Big Data2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom53373.2021.00190

Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems

Lexi Xu, Yuting Luan, Xinzhou Cheng, Yifeng Fan, Haijun Zhang, Weidong Wang, Anqi He

Source Title: International Journal of Distributed Systems and Technologies (IJDST)8(2)

ISSN: 1947-3532|EISSN: 1947-3540|EISBN13: 9781522514022|DOI: 10.4018/IJDST.2017040103

Cite Article Cite Article

MLA

Xu, Lexi, et al. "Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems." IJDST vol.8, no.2 2017: pp.1-20. http://doi.org/10.4018/IJDST.2017040103

APA

Xu, L., Luan, Y., Cheng, X., Fan, Y., Zhang, H., Wang, W., & He, A. (2017). Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems. International Journal of Distributed Systems and Technologies (IJDST), 8(2), 1-20. http://doi.org/10.4018/IJDST.2017040103

Chicago

Xu, Lexi, et al. "Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems," International Journal of Distributed Systems and Technologies (IJDST) 8, no.2: 1-20. http://doi.org/10.4018/IJDST.2017040103

Export Reference

Favorite Full-Issue Download

View Full Text HTML

View Full Text PDF

Abstract

This paper proposes a telecom big data based user offloading self-optimisation (TBDUOS) scheme. Its aim is to assist telecom operators to effectively balancing the load distribution with achieving good service performance and customer management in heterogeneous relay cellular systems. To achieve these objectives, in the cell-level offloaded traffic analysis stage, the optimal offloaded traffic is calculated to minimise the total blocking probability. In the user-level offloading stage, the user portrait is drawn and the K-MEANS algorithm is employed to manage the users clustering in the heavily loaded cell, and finally shifting users to assistant cells. Simulation results show the TBDUOS scheme can effectively reduce the handover failure and call dropping of specific users, especially voice/stream users, high consumption users, high level users. The TBDUOS scheme can also reduce the blocking probability.