All Stories

  1. DeepSelector: A Deep Learning-Based Virtual Network Function Placement Approach in SDN/NFV-Enabled Networks

    Article • IEEE Transactions on Mobile Computing, March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  2. A Lightweight Knowledge Distillation and Feature Compression Model for User Click-Through Rates Prediction in Edge Computing Scenarios

    Article • IEEE Internet of Things Journal, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  3. Advanced Machine Learning Ensembles for Improved Precipitation Forecasting: The Modified Stacking Ensemble Strategy in China

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  4. Optimized Resource Allocation in Vehicle Edge Computing through Platoon Collaboration

    Article • IEEE Internet of Things Journal, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  5. Rate-Splitting Multiple Access Enabled Green Probabilistic Semantic Communication over Wireless Networks

    Article • IEEE Transactions on Green Communications and Networking, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  6. Reinforcement Learning for Digital Twin empowered Ride-sharing System Optimization

    Article • IEEE Network, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  7. Resilient Massive Access assisted ISAC in Space-Air-Ground Integrated Networks

    Article • December 2024, ACM (Association for Computing Machinery)

    Prof. Lexi Xu

  8. Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication

    Article • IEEE Transactions on Mobile Computing, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  9. Generative Abnormal Data Detection for Enhancing Cellular Vehicle-to-Everything-Based Road Safety

    Article • IEEE Transactions on Green Communications and Networking, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  10. AoI and Energy Tradeoff for Aerial-Ground Collaborative MEC: A Multi-Objective Learning Approach

    Article • IEEE Transactions on Mobile Computing, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  11. On Forecasting-Oriented Time Series Transmission: A Federated Semantic Communication System

    Article • IEEE Transactions on Mobile Computing, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  12. CSBA: Covert Semantic Backdoor Attack Against Intelligent Connected Vehicles

    Article • IEEE Transactions on Vehicular Technology, November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  13. RadioGAT: A Joint Model-Based and Data-Driven Framework for Multi-Band Radiomap Reconstruction via Graph Attention Networks

    Article • IEEE Transactions on Wireless Communications, November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  14. OHMA: An Edge-Based Lightweight Occluded Target Re-Identification Framework for Exploring Abundant Feature Expression

    Article • IEEE Transactions on Consumer Electronics, November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  15. Secure Beamforming for IRS-Assisted NOMA SWIPT Networks

    Article • IEEE Transactions on Communications, November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  16. Real-time fusion multi-tier DNN-based collaborative IDPS with complementary features for secure UAV-enabled 6G networks

    Article • Expert Systems with Applications, October 2024, Elsevier

    Prof. Lexi Xu

  17. Multi-Satellite Cooperative Load-Balancing Scheme Based on Dynamic Beam Coverage for LEO Beam Hopping Systems

    Article • IEEE Wireless Communications Letters, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  18. Task-Oriented Multi-User Semantic Communication With Lightweight Semantic Encoder and Fast Training for Resource-Constrained Terminal Devices

    Article • IEEE Wireless Communications Letters, September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  19. Intelligent Reflecting Surfaces Based Offset Index Modulation for MIMO Systems

    Article • IEEE Transactions on Vehicular Technology, August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  20. Decentralized and Fault-Tolerant Task Offloading for Enabling Network Edge Intelligence

    Article • IEEE Systems Journal, June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  21. IRS-Assisted Covert Communication With Equal and Unequal Transmit Prior Probabilities

    Article • IEEE Transactions on Communications, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  22. Towards Dynamic Pricing Based Autonomous Valet Parking Management Under Demand Uncertainty

    Article • IEEE Transactions on Vehicular Technology, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  23. Interference Situational Aware Beam Pointing Optimization for Dense LEO Satellite Communication System

    Article • Electronics, March 2024, MDPI AG

    Prof. Lexi Xu

  24. Transmit Power Minimization for STAR-RIS Aided FD-NOMA Networks

    Article • IEEE Transactions on Vehicular Technology, March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  25. Interference Exploitation in IRS-Aided Heterogeneous Networks: Joint Symbol Level Precoding and Reflecting Design

    Article • IEEE Transactions on Wireless Communications, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  26. Semantic Communication Empowered NTN for IoT: Benefits and Challenges

    Article • IEEE Network, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  27. Trustworthy Health Monitoring Based On Distributed Wearable Electronics With Edge Intelligence

    Article • IEEE Transactions on Consumer Electronics, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  28. UAV-Relayed Finite-Blocklength Covert Communication With Channel Estimation

    Article • IEEE Transactions on Vehicular Technology, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  29. Energy-Efficient Hybrid Beamforming with Dynamic On-Off Control for Integrated Sensing, Communications, and Powering

    Article • IEEE Transactions on Communications, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  30. Evolutionary Game-Based Adaptive DT Association and Transfer for Wireless Computing Power Networks

    Article • IEEE Transactions on Green Communications and Networking, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  31. Large Generative Model-enabled Digital Twin for 6G Networks

    Article • IEEE Network, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  32. MetaLoc: Learning to Learn Wireless Localization

    Article • IEEE Journal on Selected Areas in Communications, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  33. Progressive Channel Estimation for Single-Carrier Communications Aided by Reconfigurable Intelligent Surfaces

    Article • IEEE Wireless Communications Letters, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  34. When Connected and Automated Vehicles Meet Mobile Crowdsensing: A Perception and Transmission Framework in the Metaverse

    Article • IEEE Vehicular Technology Magazine, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  35. Joint Communication and Sensing Design for Multihop RIS-Aided Communication Systems in Underground Coal Mines

    Article • IEEE Internet of Things Journal, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  36. Reconfigurable-Intelligent-Surface-Aided Number Modulation for Symbiotic Active/Passive Transmission

    Article • IEEE Internet of Things Journal, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  37. An Efficient Online/Offline Heterogeneous Signcryption Scheme With Equality Test for IoVs

    Article • IEEE Transactions on Vehicular Technology, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  38. Towards cyber security for low-carbon transportation: Overview, challenges and future directions

    Article • Renewable and Sustainable Energy Reviews, September 2023, Elsevier

    Prof. Lexi Xu

  39. An AI-Enhanced Strategy of Service Offloading for IoV in Mobile Edge Computing

    Article • Electronics, June 2023, MDPI AG

    Prof. Lexi Xu

  40. AI-based 5G Resident Ratio Prediction for Multi-Frequency Heterogeneous Networks

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  41. Blockchain Enabled Trustworthy Management Scheme for Network Co-Construction and Sharing

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  42. Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  43. Energy-Efficient Task Scheduling Based on Traffic Mapping in Heterogeneous Mobile-Edge Computing: A Green IoT Perspective

    Article • IEEE Transactions on Green Communications and Networking, June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  44. Time Synchronization and Signal Detection in Non-Orthogonal Unicast and Broadcast Networks

    Article • IEEE Transactions on Broadcasting, June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  45. An AI Enhanced Strategy of Service Offloading for IoV in Mobile Edge Computing

    Article • May 2023, MDPI AG

    Prof. Lexi Xu

  46. Latency Optimization for Hybrid GEO–LEO Satellite-Assisted IoT Networks

    Article • IEEE Internet of Things Journal, April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  47. Towards reservation-based E-mobility service via hybrid of V2V and G2V charging modes

    Article • Proceedings of the Institution of Civil Engineers - Energy, April 2023, Elsevier

    Prof. Lexi Xu

  48. Multimodal semantic communication accelerated bidirectional caching for 6G MEC

    Article • Future Generation Computer Systems, March 2023, Elsevier

    Prof. Lexi Xu

  49. Resource Allocation for RSMA-Based Coordinated Direct and Relay Transmission

    Article • IEEE Wireless Communications Letters, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  50. Delay-aware and Resource-efficient VNF placement in 6G Non-Terrestrial Networks

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  51. QoS-aware offloading based on communication-computation resource coordination for 6G edge intelligence

    Article • China Communications, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  52. 5G Construction Efficiency Enhancement Based on LSTM Algorithm

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  53. A Novel Method of Obtaining Location Information

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  54. A Reservation-Based Hybrid Electric Vehicle Energy Supply System Via Direct and Asynchronous V2v Charging Modes

    Article • January 2023, Elsevier

    Prof. Lexi Xu

  55. Accelerating Convergence of Federated Learning in MEC with Dynamic Community

    Article • IEEE Transactions on Mobile Computing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  56. Achieving Privacy-Preserving Diagnosis with Federated Learning in LEO Satellite Constellation

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  57. An Elite Genetic Algorithm for Power Allocation in Cell-Free Massive MIMO Systems

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  58. Business Circle Attraction Based on DPI

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  59. Cellular Network Coverage Hole Detection and Diagnosis Method Using WaveCluster

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  60. Classification-Oriented Distributed Semantic Communication for Multivariate Time Series

    Article • IEEE Signal Processing Letters, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  61. Cloud Mining Pool Aided Blockchain-Enabled Internet of Things: An Evolutionary Game Approach

    Article • IEEE Transactions on Cloud Computing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  62. Comprehensive Analysis Scheme of Video Service Based on XDR

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  63. Evolution of Intelligent Telecom Networks in 5G Era

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  64. Interference-aware Spectrum and Power Coordination in Satellite-aided Cell-free Massive MIMO System

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  65. Over-the-Air Computation in OFDM Systems with Imperfect Channel State Information

    Article • IEEE Transactions on Communications, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  66. Research and Application of 5G Massive MIMO Antenna Weight Intelligent Optimization Based on 4G/5G Coordination

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  67. Research of Voice Speech Quality Evaluation Based on Trace Data

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  68. Research on Key Technologies of 5GC Network Intelligent Operation Under the Background of Digital Transformation

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  69. Research on Location Algorithm of Mobile Network Based on Hidden Markov Model

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  70. Research on Low Latency and High Reliability Wireless Technologies and Solutions

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  71. Research on User Behavior Credibility Evaluation Model in Trusted Network

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  72. Resource Multiplexing Schemes of URLLC and eMBB Under Multi-service Coexistence Scenario Based on Management Aspects

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  73. Root Cause Analysis Based on Trace for Mobile Network Problem

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  74. Secrecy Energy Efficiency Enhancement of Active IRS Aided MISO Networks

    Article • IEEE Transactions on Vehicular Technology, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  75. Uplink Tx Switching Application Optimization Based on XGBoost Algorithm

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  76. Weak Coverage Analysis Method for Mobile Networks Based on Machine Learning

    Article • January 2023, Springer Science + Business Media

    Prof. Lexi Xu

  77. Aerial Assistant: Safeguarding Ground-to-Satellite Communication Networks

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  78. 5G-A Capability Exposure Scheme based on Harmonized Communication and Sensing

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  79. A Compatible and Identity Privacy-preserving Security Protocol for ACARS

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  80. A Fuzzy Logic-Based Intelligent Multiattribute Routing Scheme for Two-Layered SDVNs

    Article • IEEE Transactions on Network and Service Management, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  81. AI based Collaborative Optimization Scheme for Multi-Frequency Heterogeneous 4G/5G Networks

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  82. Automatic Association of Cross-Domain Network Topology

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  83. Collaborative Improvement of User Experience and Network Quality Based on Big Data

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  84. Coverage Estimation of Wireless Network Using Attention U-Net

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  85. Mahalanobis Distance and Pauta Criterion based Log Anomaly Detection Algorithm for 5G Mobile Network

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  86. Privacy-Preserving Digital Twin for Vehicular Edge Computing Networks

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  87. Research and Application of 5G Edge AI in Medical Industry

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  88. Research on 5G Network Capacity and Expansion

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  89. Research on Capability Building of Mobile Network Data Analysis and Visualization

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  90. Research on Enterprises Loss in Regional Economic Risk Management

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  91. Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  92. Research on OTFS Systems for 6G

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  93. Research on Quality Prediction of Optical Modules in 5G Networks

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  94. Research on User Complaint Problem Location and Complaint Early Warning Stragegy Based on Big Data Analysis

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  95. Research on Voice Quality Evaluation Method Based on Artificial Neural Network

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  96. Telecom Customer Chum Prediction based on Half Termination Dynamic Label and XGBoost

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  97. Towards Event-driven Misbehavior Detection Mechanism in Social Internet of Vehicles

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  98. Vehicle Classification System with Mobile Edge Computing Based on Broad Learning

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  99. Flexible User Duplexing in Cell-Free Massive MIMO: A Deep Reinforcement Learning Approach

    Article • August 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

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

    Article • International Journal of Distributed Systems and Technologies, July 2022, IGI Global

    Prof. Lexi Xu

  101. Cell Expansion Priority Recommendation Based on Prophet Algorithm

    Article • July 2022, Springer Science + Business Media

    Prof. Lexi Xu

  102. Research of New Energy Vehicles User Portrait and Vehicle-Owner Matching Model Based on Multi-source Big Data

    Article • July 2022, Springer Science + Business Media

    Prof. Lexi Xu

  103. Research on Automated Test and Analysis System for 5G VoNR Service

    Article • July 2022, Springer Science + Business Media

    Prof. Lexi Xu

  104. Resident Area Determination Model Based on Big Data and Large Scale Matrix Calculation

    Article • July 2022, Springer Science + Business Media

    Prof. Lexi Xu

  105. Resource Scheduling Based on Deep Reinforcement Learning in UAV Assisted Emergency Communication Networks

    Article • IEEE Transactions on Communications, June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  106. Joint LSTM and Periodic Decision Algorithm for 5G Massive MIMO

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  107. A Dynamic Contribution Measurement and Incentive Mechanism for Energy-Efficient Federated Learning in 6G

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  108. MetaLoc: Learning to Learn Indoor RSS Fingerprinting Localization over Multiple Scenarios

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  109. Low Computational Complexity Digital Predistortion Based on Convolutional Neural Network for Wideband Power Amplifiers

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  110. Recent advances in data-driven wireless communication using Gaussian processes: A comprehensive survey

    Article • China Communications, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  111. A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC

    Article • IEEE Internet of Things Journal, December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  112. Big Data assisted Strategy for Resuming of Work and Production during COVID-19

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  113. Cell Load and Resource-aware Flow Shifting Scheme based on Heterogeneous Mobile Networks Data

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  114. Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  115. Exploration and Discussion on Operation Management System of Telecom Operators

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  116. Mobile Network User Perception Prediction based on Random Forest Algorithm

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  117. Research on Coverage Ability Assessment of High and Low Frequency based on Machine Learning

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  118. Research on Distance based Data Records Matching Method for Mobile Network CDR

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  119. Research on Mobile and Broadband Integration User Identification based on Big Data Analysis

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  120. Telecom Big Data assisted Identification Algorithm for Poverty Stricken Students in Colleges

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  121. 5G Residency Enhancement Method based on 5G Beam Intelligent Optimization

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  122. OSS Data based Evaluation Algorithm for Radio Utilization Rate under 5G Massive MIMO

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  123. Survey on 5G Network Expansion Methods

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  124. Spectrum sensing in cognitive radio: A deep learning based model

    Article • Transactions on Emerging Telecommunications Technologies, November 2021, Wiley

    Prof. Lexi Xu

  125. Reservation-based EV charging recommendation concerning charging urgency policy

    Article • Sustainable Cities and Society, November 2021, Elsevier

    Prof. Lexi Xu

  126. A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  127. A Novel Architecture and Algorithm for Prediction of Students Psychological Health based on Big Data

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  128. A new algorithm for demographic expansion based on multi-scene differentiated communication data

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  129. Cell Boundary Prediction and Base Station Location Verification based on Machine Learning

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  130. Evaluation and Application of News Transmission Speed in New Media Environment

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  131. Joint Offloading Decision and Resource Allocation of 5G Edge Intelligent Computing for Complex Industrial Application

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  132. Key technologies for 5G co-construction and shared base station data automatic configuration

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  133. Message from the AINet 2021 Workshop Chairs

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  134. Message from the BDRA 2021 Workshop Chairs

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  135. Message from the MLSys 2021 Workshop Chairs

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  136. Message from the NGDN 2021 Workshop Chairs

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  137. Preference Recommendation Scheme based on Social Networks of Mobile Users

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  138. Research and Application of Intelligent Antenna Feeder Optimization System based on Big Data

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  139. Joint Offloading and Resource Allocation for Satellite Assisted Vehicle-to-Vehicle Communication

    Article • IEEE Systems Journal, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  140. A joint power and bandwidth allocation method based on deep reinforcement learning for V2V communications in 5G

    Article • China Communications, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  141. Research on Wireless Resource Management and Scheduling for 5G Network Slice

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  142. Joint Interference Alignment and Power Control for Dense Networks via Deep Reinforcement Learning

    Article • IEEE Wireless Communications Letters, May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  143. Signal and Information Processing, Networking and Computers

    Article • January 2021, Springer Science + Business Media

    Prof. Lexi Xu

  144. A Virtual Optical Network Mapping Algorithm Based on Machine Learning

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  145. An Evaluation Model of User Lifetime Value Based on Improved RFM and AHP Method

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  146. Architecture and Technology of Multi-Source Heterogeneous Data System for Telecom Operator

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  147. Big Data Ecological Platform Architecture Design and Construction Practice in Telecommunication Operators

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  148. Cross-Screen Tracking Method Based on User Behavior Data

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  149. Research and Application of Precision Marketing Algorithms for ETC Credit Card Based on Telecom Big Data

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  150. Research on Classroom Attention Analysis Based on Multi-source Data Correlation

    Article • December 2020, Springer Science + Business Media

    Prof. Lexi Xu

  151. Distributed Intelligence: A Verification for Multi-Agent DRL-Based Multibeam Satellite Resource Allocation

    Article • IEEE Communications Letters, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  152. A Novel 5G Core Network Capability Exposure Method for Telecom Operator

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  153. Message from the AISys-2020 Workshop Chairs ISPA-BDCloud-SocialCom-SustainCom 2020

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  154. Message from the MLFuNet-2020 Workshop Chairs ISPA-BDCloud-SocialCom-SustainCom 2020

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  155. Message from the NGDN-2020 Workshop Chairs ISPA-BDCloud-SocialCom-SustainCom 2020

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  156. Mobile Edge Computing for Intelligent Mining Safety: A Case Study of Ventilator

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  157. Research and Application of AI in 5G Network Operation and Maintenance

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  158. Resource Scheduling Algorithm on Mobile P2P Distribution Networks

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  159. Low-Complexity PAPR Reduction Method for OFDM Systems Based on Real-Valued Neural Networks

    Article • IEEE Wireless Communications Letters, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  160. RNe2Vec: information diffusion popularity prediction based on repost network embedding

    Article • Computing, October 2020, Springer Science + Business Media

    Prof. Lexi Xu

  161. A Dynamic Beam Shut Off Algorithm for LEO Multibeam Satellite Constellation Network

    Article • IEEE Wireless Communications Letters, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  162. Secure Beamforming and Jamming for Multibeam Satellite Systems With Correlated Wiretap Channels

    Article • IEEE Transactions on Vehicular Technology, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  163. Towards Efficient Battery Swapping Service Operation Under Battery Heterogeneity

    Article • IEEE Transactions on Vehicular Technology, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  164. A Best-Marketing Time Prediction Algorithm Based on Big Data Analytics

    Article • January 2020, Springer Science + Business Media

    Prof. Lexi Xu

  165. Latency and Energy Optimization for MEC Enhanced SAT-IoT Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  166. Proximity as a Service for the Use Case of Access Enhancement Via Cellular Network-Assisted Mobile Device-to-Device

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  167. Security Service Chain Based on SDN&NFV Construction Technology

    Article • January 2020, Springer Science + Business Media

    Prof. Lexi Xu

  168. Signal and Information Processing, Networking and Computers

    Article • January 2020, Springer Science + Business Media

    Prof. Lexi Xu

  169. A Low Cost and Easy Implement Highway Accident Detection Model Based on Big Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  170. A Novel Big Data Assisted Analysis Architecture for Telecom Operator

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  171. An Insight Scheme for Large-Scale Events Based on Telecom Operators Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  172. Comprehensive IoT SIM Card Anomaly Detection Algorithm Based on Big Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  173. Comprehensive Analysis System and Scenarios of Electric IoT Big Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  174. Post-Evaluation Model of Telecommunication Network Construction Based on AHP

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  175. Research and Application of Decision Tree Algorithm in QoS-Aware Service for Fault Diagnosis

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  176. Research on Evaluation Method of Wireless Network Cross-Boundary Coverage Based on Smart Terminals Location Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  177. Research on Telecom Big Data Platform of LTE/5G Mobile Networks

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  178. Rush Hour Capacity Enhancement in 5G Network Based on Hot Spot Floating Prediction

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  179. Sorting and Utilizing of Telecom Operators Data Assets Based on Big Data

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  180. Telecom Big Data Assisted BS Resource Analysis for LTE/5G Systems

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  181. A Learning-Based Vehicle-Trajectory Generation Method for Vehicular Networking

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  182. Toward Sustainable and Economic Smart Mobility

    Article • July 2019, World Scientific Pub Co Pte Lt

    Prof. Lexi Xu

  183. Deep Reinforcement Learning based Beam Hopping Algorithm in Multibeam Satellite Systems

    Article • IET Communications, June 2019, the Institution of Engineering and Technology (the IET)

    Prof. Lexi Xu

  184. A Gender and Age Prediction Algorithm Using Big Data Analytic Based on Mobile APPs Information

    Article • January 2019, Springer Science + Business Media

    Prof. Lexi Xu

  185. Network Traffic Prediction Based on LSTM Networks with Genetic Algorithm

    Article • January 2019, Springer Science + Business Media

    Prof. Lexi Xu

  186. Signal and Information Processing, Networking and Computers

    Article • January 2019, Springer Science + Business Media

    Prof. Lexi Xu

  187. A Novel Algorithm of Geographical Portraits Based on Telecommunication Data

    Article • November 2018, Springer Science + Business Media

    Prof. Lexi Xu

  188. User Perception Aware Telecom Data Mining and Network Management for LTE/LTE-Advanced Networks

    Article • November 2018, Springer Science + Business Media

    Prof. Lexi Xu

  189. Analysis and Prediction of Employee Turnover Characteristics based on Machine Learning

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  190. Research on SDN/NFV Network Traffic Management and Optimization based on Big Data and Artificial Intelligence

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  191. A Novel Base Station Analysis Scheme Based on Telecom Big Data

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  192. End-to-End Algorithm for Recovering Human 3D Model from Monocular Images

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  193. Crowdfunding Assisted Cellular System Analysis and Application

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  194. Telecom Big Data Based User Analysis and Application in Telecom Industry

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  195. A Downlink Coverage Self-optimizing Algorithm for LTE Cellular Networks Based on Big Data Analytics

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  196. A Novel Architecture and Machine Learning Algorithm for Real Estate

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  197. A Radio Network Differentiation Parameter Optimization Algorithm Based on Clustering

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  198. Big Data Research on Driving Behavior Model and Auto Insurance Pricing Factors Based on UBI

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  199. Clothing Recommendation System Based on Advanced User-Based Collaborative Filtering Algorithm

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  200. Data Mining Based Modeling and Application of Mobile Video Service Awareness

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  201. Data Mining for Base Station Evaluation in LTE Cellular Systems

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  202. Telecom Big Data Based Electromagnetic Wave Research Under Haze and Rainstorm

    Article • December 2017, Springer Science + Business Media

    Prof. Lexi Xu

  203. A comprehensive method of evaluation for wireless network operation stability

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  204. A novel cluster algorithm for telecom customer segmentation

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  205. A novel evaluation method of WCDMA RNC signaling carrying capacity

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  206. A novel power control mechanism based on interference estimation in LTE cellular networks

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  207. A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  208. A survey of security and privacy in big data

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  209. An intelligent swarm clustering algorithm using swarm similarity measure

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  210. An interference management algorithm using big data analytics in LTE cellular networks

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  211. Big data assisted customer analysis and advertising architecture for real estate

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  212. Design and application on metadata management for information supply chain

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  213. Mining target users for mobile advertising based on telecom big data

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  214. Self-optimised joint traffic offloading in heterogeneous cellular networks

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  215. A Coverage of Self-Optimization Algorithm using big data analytics in WCDMA cellular networks

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  216. A novel LTE network deployment scheme using telecom big data

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  217. A novel big data based problematical sectors detection algorithm in WCDMA networks

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  218. A novel Big Data based Telecom Operation architecture

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  219. A novel big data based Telecom User Value Evaluation method

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  220. A novel complaint calls handle scheme using big data analytics in mobile networks

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  221. Spectrum allocation based on data mining in heterogeneous cognitive wireless networks

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  222. WCDMA data based LTE site selection scheme in LTE deployment

    Article • March 2016, Taylor & Francis

    Prof. Lexi Xu

  223. A PBIL for Load Balancing in Network Coding Based Multicasting

    Article • January 2016, Springer Science + Business Media

    Prof. Lexi Xu

  224. An Active Wideband and Wide-Angle Electromagnetic Absorber at Microwave Frequencies

    Article • IEEE Antennas and Wireless Propagation Letters, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  225. Mobility load balancing aware radio resource allocation scheme for LTE-Advanced cellular networks

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  226. Self-optimised Coordinated Traffic Shifting Scheme for LTE Cellular Systems

    Article • January 2015, Springer Science + Business Media

    Prof. Lexi Xu

  227. Channel-aware optimised traffic shifting in LTE-Advanced relay networks

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  228. Cooperative mobility load balancing in relay cellular networks

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  229. Self-organising cluster-based cooperative load balancing in OFDMA cellular networks

    Article • Wireless Communications and Mobile Computing, July 2013, Wiley

    Prof. Lexi Xu

  230. User Relay Assisted Traffic Shifting in LTE-Advanced Systems

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Shaoshi Yang, Prof. Lexi Xu

  231. User-vote assisted self-organizing load balancing for OFDMA cellular systems

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  232. Self-organizing Load Balancing for Relay Based Cellular Networks

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  233. Priority-based resource allocation to Guarantee Handover and Mitigate Interference for OFDMA system

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu

  234. A Novel Cell-level Resource Allocation Scheme for OFDMA System

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Lexi Xu