Li Zhu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 50

Top Topics

Wireless Networks

Reinforcement Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Veh. Technol.

IEEE Internet Things J.

Publications

Jinyuan Tian, Li Zhu, Fei Richard Yu, Hongwei Wang, Tao Tang
Optimizing Edge Resources in Intelligent Railway Construction: A Two-Level Game Approach. IEEE Trans. Veh. Technol. 73 (6) (2024)
Li Zhu, Sen Lin, F. Richard Yu, Yang Li
Collaborative Computing Optimization in Train-Edge-Cloud-Based Smart Train Systems Using Risk-Sensitive Reinforcement Learning. IEEE Trans. Veh. Technol. 73 (3) (2024)
Chen Chen, Li Zhu, Xi Wang
Enhancing Subway Efficiency on Y-Shaped Lines: A Dynamic Scheduling Model for Virtual Coupling Train Control. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Taiyuan Gong, Li Zhu, F. Richard Yu, Tao Tang
Train-to-Edge Cooperative Intelligence for Obstacle Intrusion Detection in Rail Transit. IEEE Trans. Veh. Technol. 73 (6) (2024)
Hao Liang, Li Zhu, F. Richard Yu
Collaborative Edge Intelligence Service Provision in Blockchain Empowered Urban Rail Transit Systems. IEEE Internet Things J. 11 (2) (2024)
Li Zhu, Cheng Chen, Hongwei Wang, F. Richard Yu, Tao Tang
Machine Learning in Urban Rail Transit Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 25 (3) (2024)
Hao Liang, Li Zhu, F. Richard Yu, Zhaowei Ma
Blockchain-Empowered Edge Intelligence for TACS Obstacle Detection: System Design and Performance Optimization. IEEE Trans. Ind. Informatics 20 (1) (2024)
Yang Li, Li Zhu, Jinsong Wu, Hongwei Wang, F. Richard Yu
Computation Resource Optimization for Large-Scale Intelligent Urban Rail Transit: A Mean-Field Game Approach. IEEE Trans. Veh. Technol. 72 (8) (2023)
Hao Liang, Li Zhu, F. Richard Yu
When Blockchain Meets Urban Rail Transit: Current Prospects, Case Studies, and Future Challenges. IEEE Intell. Transp. Syst. Mag. 15 (6) (2023)
Taiyuan Gong, Li Zhu, F. Richard Yu, Tao Tang
Edge Intelligence in Intelligent Transportation Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Hao Liang, Li Zhu, F. Richard Yu, Xuan Wang
A Cross-Layer Defense Method for Blockchain Empowered CBTC Systems Against Data Tampering Attacks. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Shuomei Ma, Hongwei Wang, Li Zhu, Qihe Zhang
Joint Security and Resilience Control in IIoT-Based Virtual Control Train Sets Under Jamming Attacks. IEEE Trans. Veh. Technol. 72 (9) (2023)
Pengfei Ning, Hongwei Wang, Tao Tang, Li Zhu, Shuomei Ma
AoI-Driven Cluster-Based Spectrum Sharing in Internet of Construction Equipment with Multi-Agent Reinforcement Learning. ITSC (2023)
Pengfei Ning, Hongwei Wang, Tao Tang, Li Zhu, Xi Wang
A Service-Oriented Energy Efficient Resource Allocation Approach for Wireless Communications of the Tunnel Construction. IEEE Trans. Veh. Technol. 72 (4) (2023)
Li Zhu, Chunzi Shen, Xi Wang, Hao Liang, Hongwei Wang, Tao Tang
A Learning Based Intelligent Train Regulation Method With Dynamic Prediction for the Metro Passenger Flow. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Yang Li, Li Zhu, Hongwei Wang, F. Richard Yu, Tao Tang, Dajun Zhang
Joint Security and Resources Allocation Scheme Design in Edge Intelligence Enabled CBTCs: A Two-Level Game Theoretic Approach. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Zhaowei Ma, Xiaoming Yuan, Kai Liang, Jie Feng, Li Zhu, Dajun Zhang, F. Richard Yu
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks. Future Gener. Comput. Syst. 141 (2023)
Dajun Zhang, F. Richard Yu, Ruizhe Yang, Li Zhu
Software-Defined Vehicular Networks With Trust Management: A Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Xi Wang, Tianpeng Xin, Hongwei Wang, Li Zhu, Dongliang Cui
A Generative Adversarial Network Based Learning Approach to the Autonomous Decision Making of High-Speed Trains. IEEE Trans. Veh. Technol. 71 (3) (2022)
Li Zhu, Hao Liang, Hongwei Wang, Bin Ning, Tao Tang
Joint Security and Train Control Design in Blockchain-Empowered CBTC System. IEEE Internet Things J. 9 (11) (2022)
Zhaowei Ma, Li Zhu, Xiantao Jiang, F. Richard Yu, Omair Shafiq, Jeremy James
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks. Int. J. Sens. Networks 39 (1) (2022)
Li Zhu, Yang Li, F. Richard Yu, Bin Ning, Tao Tang, Xiaoxuan Wang
Cross-Layer Defense Methods for Jamming-Resistant CBTC Systems. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
Hongwei Wang, Qianqian Zhao, Siyu Lin, Dongliang Cui, Chengcheng Luo, Li Zhu, Xi Wang, Tao Tang
A Reinforcement Learning Empowered Cooperative Control Approach for IIoT-Based Virtually Coupled Train Sets. IEEE Trans. Ind. Informatics 17 (7) (2021)
Xi Wang, Li Zhu, Hongwei Wang, Tao Tang, Kaicheng Li
Robust Distributed Cruise Control of Multiple High-Speed Trains Based on Disturbance Observer. IEEE Trans. Intell. Transp. Syst. 22 (1) (2021)
Siyu Wei, Li Zhu, Hao Wang, Qingqing Lin
An AdaBoost-based Intelligent Driving Algorithm for Heavy-haul Trains. ITSC (2021)
Pengfei Ning, Tao Tang, Li Zhu
A Deep Learning-Based Test Sequence Automatic Generation Method for Automatic Train Operation in High-Speed Railway System. ITSC (2021)
Yang Li, Li Zhu, Hongwei Wang, F. Richard Yu, Shichao Liu
A Cross-Layer Defense Scheme for Edge Intelligence-Enabled CBTC Systems Against MitM Attacks. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Zhaowei Ma, Li Zhu, F. Richard Yu, Jeremy James
Protection of surveillance recordings via blockchain-assisted multimedia security. Int. J. Sens. Networks 37 (2) (2021)
Chunzi Shen, Li Zhu, Gaofeng Hua, Linyan Zhou, Lin Zhang
A Blockchain Based Federal Learning Method for Urban Rail Passenger Flow Prediction. ITSC (2020)
Gaofeng Hua, Li Zhu, Jinsong Wu, Chunzi Shen, Linyan Zhou, Qingqing Lin
Blockchain-Based Federated Learning for Intelligent Control in Heavy Haul Railway. IEEE Access 8 (2020)
Chunzi Shen, Li Zhu, Gaofeng Hua, Linyan Zhou, Lin Zhang
A Deep Convolutional Neural Network Based Metro Passenger Flow Forecasting System Using a Fusion of Time and Space. ITSC (2020)
Jie Feng, Qingqi Pei, F. Richard Yu, Xiaoli Chu, Jianbo Du, Li Zhu
Dynamic Network Slicing and Resource Allocation in Mobile Edge Computing Systems. IEEE Trans. Veh. Technol. 69 (7) (2020)
Xiaoxuan Wang, Lingjia Liu, Li Zhu, Tao Tang
Train-Centric CBTC Meets Age of Information in Train-to-Train Communications. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Jie Feng, F. Richard Yu, Qingqi Pei, Xiaoli Chu, Jianbo Du, Li Zhu
Cooperative Computation Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge Computing: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 7 (7) (2020)
Linyan Zhou, Li Zhu, Xi Wang, Chunzi Shen, Gaofeng Hua
Distributed Optimal Train Adjustment and Waiting Passengers Control for Metro Lines Based on ADMM Algorithm. ITSC (2020)
Jie Feng, F. Richard Yu, Qingqi Pei, Jianbo Du, Li Zhu
Joint Optimization of Radio and Computational Resources Allocation in Blockchain-Enabled Mobile Edge Computing Systems. IEEE Trans. Wirel. Commun. 19 (6) (2020)
Li Zhu, Fei Richard Yu, Yige Wang, Bin Ning, Tao Tang
Big Data Analytics in Intelligent Transportation Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 20 (1) (2019)
Xiaoxuan Wang, Lingjia Liu, Li Zhu, Tao Tang
Joint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacks. IEEE Access 7 (2019)
Zhaowei Ma, Li Zhu, F. Richard Yu
A Novel Framework of Vehicle Ad-Hoc Networks based on Virtualization and Distributed Ledger Technology. DIVANet (2019)
Yige Wang, Li Zhu, Qingqing Lin, Lin Zhang
Leveraging Big Data Analytics for Train Schedule Optimization in Urban Rail Transit Systems. ITSC (2018)
Li Zhu, Fei Richard Yu, Victor C. M. Leung, Hongwei Wang, Cesar Briso-Rodríguez, Yan Zhang
Communications and Networking for Connected Vehicles. Wirel. Commun. Mob. Comput. 2018 (2018)
Li Zhu, Ying He, F. Richard Yu, Bin Ning, Tao Tang, Nan Zhao
Communication-Based Train Control System Performance Optimization Using Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 66 (12) (2017)
Li Zhu, Fei Richard Yu, Tao Tang, Bin Ning
Handoff Performance Improvements in an Integrated Train-Ground Communication System Based on Wireless Network Virtualization. IEEE Trans. Intell. Transp. Syst. 18 (5) (2017)
Li Zhu, F. Richard Yu, Tao Tang, Bin Ning
An Integrated Train-Ground Communication System Using Wireless Network Virtualization: Security and Quality of Service Provisioning. IEEE Trans. Veh. Technol. 65 (12) (2016)
Li Zhu, F. Richard Yu, Hongwei Wang, Tao Tang, Bin Ning
Handoff performance improvement in a network virtualization based integrated train ground communication system. ICC (2016)
Cheng Wang, Li Zhu
Parameter identification of a class of nonlinear systems based on the multi-innovation identification theory. J. Frankl. Inst. 352 (10) (2015)
Li Zhu, F. Richard Yu, Bin Ning
Service availability analysis in communication-based train control systems using wireless local area networks. Wirel. Commun. Mob. Comput. 15 (1) (2015)
Kaicheng Li, Li Zhu, F. Richard Yu, Tao Tang, Bin Ning
Cooperative and cognitive wireless networks for communication-based train control (CBTC) systems. ICC (2015)
Hongwei Wang, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
A Cognitive Control Approach to Communication-Based Train Control Systems. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Kaicheng Li, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
Cooperative and cognitive wireless networks for train control systems. Wirel. Networks 21 (8) (2015)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Communication-Based Train Control (CBTC) Systems With Cooperative Relaying: Design and Performance Analysis. IEEE Trans. Veh. Technol. 63 (5) (2014)
Li Zhu, F. Richard Yu, Hongwei Wang, Tao Tang, Bin Ning
A novel communication-based train control (CBTC) system with coordinated multi-point transmission and reception. GLOBECOM (2014)
Hongwei Wang, Fei Richard Yu, Li Zhu, Tao Tang, Bin Ning
Finite-State Markov Modeling for Wireless Channels in Tunnel Communication-Based Train Control Systems. IEEE Trans. Intell. Transp. Syst. 15 (3) (2014)
Li Zhu, Fei Richard Yu, Bin Ning, Tao Tang
Design and Performance Enhancements in Communication-Based Train Control Systems With Coordinated Multipoint Transmission and Reception. IEEE Trans. Intell. Transp. Syst. 15 (3) (2014)
Hongli Zhao, Li Zhu, Hailin Jiang, Tao Tang
Design and performance tests in an integrated TD-LTE based train ground communication system. ITSC (2014)
Xiaomeng Shu, Li Zhu, Hongli Zhao, Tao Tang
A novel handoff decision algorithm in TD-LTE based train-ground communication system. ITSC (2014)
Hongwei Wang, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
Finite-State Markov Modeling of Leaky Waveguide Channels in Communication-Based Train Control (CBTC) Systems. IEEE Commun. Lett. 17 (7) (2013)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
A novel communication-based train control (CBTC) system with cooperative wireless relaying. ICC (2013)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Joint security and QoS provisioning in cooperative vehicular ad hoc networks. ICC (2013)
Hongwei Wang, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
Finite-State Markov Modeling of Leaky Waveguide Channels in Communication-based Train Control (CBTC) Systems. CoRR (2013)
Hongwei Wang, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
Finite-State Markov Modeling of Tunnel Channels in Communication-based Train Control (CBTC) Systems. CoRR (2013)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
A joint design of security and quality-of-service (QoS) provisioning in vehicular ad hoc networks with cooperative communications. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Hongwei Wang, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning
Finite-state Markov modeling of tunnel channels in communication-based train control (CBTC) systems. ICC (2013)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang, Hongwei Wang
Cross-Layer Handoff Design in Communication-Based Train Control (CBTC) Systems Using WLANs. VTC Fall (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Cross-Layer Handoff Design in MIMO-Enabled WLANs for Communication-Based Train Control (CBTC) Systems. IEEE J. Sel. Areas Commun. 30 (4) (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Handoff Performance Improvements in MIMO-Enabled Communication-Based Train Control Systems. IEEE Trans. Intell. Transp. Syst. 13 (2) (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Service availability analysis in communication-based train control (CBTC) systems using WLANs. ICC (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Handoff Management in Communication-Based Train Control Networks Using Stream Control Transmission Protocol and IEEE 802.11p WLANs. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Optimal Charging Control for Electric Vehicles in Smart Microgrids with Renewable Energy Sources. VTC Spring (2012)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Stochastic charging management for plug-in electric vehicles in smart microgrids fueled by renewable energy sources. OnlineGreenComm (2011)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Cross Layer Design in MIMO-Enabled Communication-Based Train Control Systems. GLOBECOM (2011)
Li Zhu, F. Richard Yu, Bin Ning, Tao Tang
Cross-Layer Design for Video Transmissions in Metro Passenger Information Systems. IEEE Trans. Veh. Technol. 60 (3) (2011)
Li Zhu, F. Richard Yu, Bin Ning
An Optimal Handoff Decision Algorithm for Communication-Based Train Control (CBTC) Systems. VTC Fall (2010)
Li Zhu, F. Richard Yu, Bing Ning
A Seamless Handoff Scheme for Train-Ground Communication Systems in CBTC. VTC Fall (2010)
Li Zhu, F. Richard Yu, Bing Ning
Cross Layer Design for Video Transmissions in Metro Passenger Information Systems. GLOBECOM (2010)
Li Zhu, F. Richard Yu, Bing Ning
Availability Improvement for WLAN-Based Train-Ground Communication Systems in Communication-Based Train Control (CBTC). VTC Fall (2010)