Li Zhu
Orcid: 0000-0003-3688-1658Affiliations:
- Beijing Jiaotong University, State Key Laboratory of Rail Traffic Control and Safety, Beijing, China
- Carleton University, Ottawa, ON, Canada (former)
According to our database1,
Li Zhu
authored at least 80 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Collaborative Computing Optimization in Train-Edge-Cloud-Based Smart Train Systems Using Risk-Sensitive Reinforcement Learning.
IEEE Trans. Veh. Technol., March, 2024
Blockchain-Empowered Edge Intelligence for TACS Obstacle Detection: System Design and Performance Optimization.
IEEE Trans. Ind. Informatics, January, 2024
Collaborative Edge Intelligence Service Provision in Blockchain Empowered Urban Rail Transit Systems.
IEEE Internet Things J., January, 2024
2023
Joint Security and Resources Allocation Scheme Design in Edge Intelligence Enabled CBTCs: A Two-Level Game Theoretic Approach.
IEEE Trans. Intell. Transp. Syst., December, 2023
Joint Security and Resilience Control in IIoT-Based Virtual Control Train Sets Under Jamming Attacks.
IEEE Trans. Veh. Technol., September, 2023
IEEE Trans. Intell. Transp. Syst., September, 2023
Computation Resource Optimization for Large-Scale Intelligent Urban Rail Transit: A Mean-Field Game Approach.
IEEE Trans. Veh. Technol., August, 2023
A Service-Oriented Energy Efficient Resource Allocation Approach for Wireless Communications of the Tunnel Construction.
IEEE Trans. Veh. Technol., April, 2023
A Learning Based Intelligent Train Regulation Method With Dynamic Prediction for the Metro Passenger Flow.
IEEE Trans. Intell. Transp. Syst., April, 2023
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks.
Future Gener. Comput. Syst., April, 2023
A Cross-Layer Defense Method for Blockchain Empowered CBTC Systems Against Data Tampering Attacks.
IEEE Trans. Intell. Transp. Syst., January, 2023
When Blockchain Meets Urban Rail Transit: Current Prospects, Case Studies, and Future Challenges.
IEEE Intell. Transp. Syst. Mag., 2023
AoI-Driven Cluster-Based Spectrum Sharing in Internet of Construction Equipment with Multi-Agent Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
2022
A Generative Adversarial Network Based Learning Approach to the Autonomous Decision Making of High-Speed Trains.
IEEE Trans. Veh. Technol., 2022
Software-Defined Vehicular Networks With Trust Management: A Deep Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Internet Things J., 2022
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks.
Int. J. Sens. Networks, 2022
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
IEEE Trans. Intell. Transp. Syst., 2021
Robust Distributed Cruise Control of Multiple High-Speed Trains Based on Disturbance Observer.
IEEE Trans. Intell. Transp. Syst., 2021
A Cross-Layer Defense Scheme for Edge Intelligence-Enabled CBTC Systems Against MitM Attacks.
IEEE Trans. Intell. Transp. Syst., 2021
A Reinforcement Learning Empowered Cooperative Control Approach for IIoT-Based Virtually Coupled Train Sets.
IEEE Trans. Ind. Informatics, 2021
Markov Game for Securing Wide-Area Damping Control Against False Data Injection Attacks.
IEEE Syst. J., 2021
Int. J. Sens. Networks, 2021
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
A Potential Game Based Offloading Scheme for Edge Computing-Enabled Automatic Train Operation Systems.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
A Deep Learning-Based Test Sequence Automatic Generation Method for Automatic Train Operation in High-Speed Railway System.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
A Deep Reinforcement Learning based Resource Allocation Method for Urban Rail Transit Cloud Systems.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
2020
Joint Optimization of Radio and Computational Resources Allocation in Blockchain-Enabled Mobile Edge Computing Systems.
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Veh. Technol., 2020
IEEE Trans. Intell. Transp. Syst., 2020
Cooperative Computation Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge Computing: A Deep Reinforcement Learning Approach.
IEEE Internet Things J., 2020
IEEE Access, 2020
Distributed Optimal Train Adjustment and Waiting Passengers Control for Metro Lines Based on ADMM Algorithm.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
A Deep Convolutional Neural Network Based Metro Passenger Flow Forecasting System Using a Fusion of Time and Space.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
2019
IEEE Trans. Veh. Technol., 2019
IEEE Trans. Intell. Transp. Syst., 2019
Joint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacks.
IEEE Access, 2019
A Novel Framework of Vehicle Ad-Hoc Networks based on Virtualization and Distributed Ledger Technology.
Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2019
2018
Wirel. Commun. Mob. Comput., 2018
QoS-Aware Resource Allocation for Network Virtualization in an Integrated Train Ground Communication System.
Wirel. Commun. Mob. Comput., 2018
Leveraging Big Data Analytics for Train Schedule Optimization in Urban Rail Transit Systems.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
2017
Communication-Based Train Control System Performance Optimization Using Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., 2017
Handoff Performance Improvements in an Integrated Train-Ground Communication System Based on Wireless Network Virtualization.
IEEE Trans. Intell. Transp. Syst., 2017
2016
An Integrated Train-Ground Communication System Using Wireless Network Virtualization: Security and Quality of Service Provisioning.
IEEE Trans. Veh. Technol., 2016
Virtual resource allocation in a network virtualization based integrated train ground communication system.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
Handoff performance improvement in a network virtualization based integrated train ground communication system.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
2015
Wirel. Networks, 2015
Service availability analysis in communication-based train control systems using wireless local area networks.
Wirel. Commun. Mob. Comput., 2015
IEEE Trans. Intell. Transp. Syst., 2015
Parameter identification of a class of nonlinear systems based on the multi-innovation identification theory.
J. Frankl. Inst., 2015
Cooperative and cognitive wireless networks for communication-based train control (CBTC) systems.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
2014
Communication-Based Train Control (CBTC) Systems With Cooperative Relaying: Design and Performance Analysis.
IEEE Trans. Veh. Technol., 2014
Design and Performance Enhancements in Communication-Based Train Control Systems With Coordinated Multipoint Transmission and Reception.
IEEE Trans. Intell. Transp. Syst., 2014
Finite-State Markov Modeling for Wireless Channels in Tunnel Communication-Based Train Control Systems.
IEEE Trans. Intell. Transp. Syst., 2014
Design and performance tests in an integrated TD-LTE based train ground communication system.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
A novel handoff decision algorithm in TD-LTE based train-ground communication system.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
A novel communication-based train control (CBTC) system with coordinated multi-point transmission and reception.
Proceedings of the IEEE Global Communications Conference, 2014
2013
Finite-State Markov Modeling of Leaky Waveguide Channels in Communication-Based Train Control (CBTC) Systems.
IEEE Commun. Lett., 2013
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
A novel communication-based train control (CBTC) system with cooperative wireless relaying.
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of IEEE International Conference on Communications, 2013
Finite-state Markov modeling of tunnel channels in communication-based train control (CBTC) systems.
Proceedings of IEEE International Conference on Communications, 2013
2012
Handoff Performance Improvements in MIMO-Enabled Communication-Based Train Control Systems.
IEEE Trans. Intell. Transp. Syst., 2012
Cross-Layer Handoff Design in MIMO-Enabled WLANs for Communication-Based Train Control (CBTC) Systems.
IEEE J. Sel. Areas Commun., 2012
Handoff Management in Communication-Based Train Control Networks Using Stream Control Transmission Protocol and IEEE 802.11p WLANs.
EURASIP J. Wirel. Commun. Netw., 2012
Cross-Layer Handoff Design in Communication-Based Train Control (CBTC) Systems Using WLANs.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012
Optimal Charging Control for Electric Vehicles in Smart Microgrids with Renewable Energy Sources.
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012
Service availability analysis in communication-based train control (CBTC) systems using WLANs.
Proceedings of IEEE International Conference on Communications, 2012
2011
IEEE Trans. Veh. Technol., 2011
Stochastic charging management for plug-in electric vehicles in smart microgrids fueled by renewable energy sources.
Proceedings of the IEEE Online Conference on Green Communications, 2011
Proceedings of the Global Communications Conference, 2011
2010
An Optimal Handoff Decision Algorithm for Communication-Based Train Control (CBTC) Systems.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010
Availability Improvement for WLAN-Based Train-Ground Communication Systems in Communication-Based Train Control (CBTC).
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010
Proceedings of the Global Communications Conference, 2010