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ORCIDLi Zhu 0002
Person information
- affiliation: Beijing Jiaotong University, State Key Laboratory of Rail Traffic Control and Safety, Beijing, China
- affiliation (former): Carleton University, Ottawa, ON, Canada
Other persons with the same name
- Li Zhu — disambiguation page
- Li Zhu 0001 — University of Toulouse, LAAS (and 1 more)
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2020 – today
- 2025
[j57]Yanan Liang, Li Zhu
, Meixin Zhang, Xinjun Gao, Guangming Li, Jian Li:
Blockchain based computing power sharing in urban rail transit: System design and performance improvement. Future Gener. Comput. Syst. 163: 107381 (2025)- 2024
- [j56]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): 2211-2223 (2024) - [j55]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): 85-95 (2024) - [j54]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): 2182-2207 (2024) - [j53]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): 10020-10034 (2024) - [j52]Li Zhu, Taiyuan Gong, Siyu Wei, F. Richard Yu:
Collaborative Train and Edge Computing in Edge Intelligence Based Train Autonomous Operation Control Systems. IEEE Trans. Intell. Transp. Syst. 25(9): 11991-12004 (2024) - [j51]Jia Miao, Li Zhu, Hongli Zhao, Sen Lin, Xinjun Gao:
Quantifying response latency in video surveillance systems using object detection techniques. J. Supercomput. 80(13): 19374-19394 (2024) - [j50]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): 3129-3141 (2024) - [j49]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): 7589-7602 (2024) - [j48]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): 7669-7680 (2024) - [j47]Yang Li, Li Zhu, Shichao Liu, Hongwei Wang, F. Richard Yu, Baigen Cai:
Electric Vehicle Cluster Assisted Multi-Tier Vehicular Edge Computing System: Cross-System Framework Design and Optimization. IEEE Trans. Veh. Technol. 73(11): 17384-17399 (2024) - 2023
- [j46]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: 555-566 (2023) - [j45]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): 78-95 (2023) - [j44]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): 501-515 (2023) - [j43]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): 3935-3948 (2023) - [j42]Taiyuan Gong, Li Zhu, F. Richard Yu, Tao Tang:
Edge Intelligence in Intelligent Transportation Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 24(9): 8919-8944 (2023) - [j41]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): 13948-13961 (2023) - [j40]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): 4948-4958 (2023) - [j39]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): 9868-9879 (2023) - [j38]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): 11196-11212 (2023) - [c33]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: 1098-1102 - 2022
- [j37]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): 18-33 (2022) - [j36]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): 8119-8129 (2022) - [j35]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): 1400-1414 (2022) - [j34]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): 2399-2412 (2022) - [c32]Taiyuan Gong, Li Zhu:
Edge Intelligence-based Obstacle Intrusion Detection in Railway Transportation. GLOBECOM 2022: 2981-2986 - [c31]Qingheng Zhuang, Li Zhu, Sen Lin:
A GAN-Bert Based Fault Diagnosis Model for CBTC Data Communication Systems Using Edge-to-edge Collaboration Training. ICC 2022: 5076-5081 - [c30]Sen Lin, Li Zhu, Qingheng Zhuang:
Deep Hybrid Learning Based Fault Diagnosis for Data Communication Systems in Communication-Based Train Control Systems. ITSC 2022: 1191-1195 - [c29]Cheng Chen, Li Zhu, Hongli Zhao:
5G-enabled Edge Intelligence for Autonomous Train Control: A Practical Perspective. ITSC 2022: 1790-1794 - [c28]Chen Chen, Li Zhu, Xi Wang:
An Integrated Train Scheduling Optimization Approach for Virtual Coupling Trains. ITSC 2022: 2182-2186 - 2021
- [j33]Ruiming Lu, Huiyu Dong, Hongwei Wang, Dongliang Cui, Li Zhu, Xi Wang:
A Resilience-Based Security Assessment Approach for CBTC Systems. Complex. 2021: 2175780:1-2175780:10 (2021) - [j32]Zhaowei Ma, Li Zhu, F. Richard Yu, Jeremy James:
Protection of surveillance recordings via blockchain-assisted multimedia security. Int. J. Sens. Networks 37(2): 69-80 (2021) - [j31]Shichao Liu, Ilias Zenelis, Yang Li, Xiaozhe Wang, Qingyang Li, Li Zhu:
Markov Game for Securing Wide-Area Damping Control Against False Data Injection Attacks. IEEE Syst. J. 15(1): 1356-1365 (2021) - [j30]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): 4935-4945 (2021) - [j29]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): 267-279 (2021) - [j28]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): 2286-2298 (2021) - [j27]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): 7266-7278 (2021) - [c27]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: 1792-1796 - [c26]Siyu Wei, Li Zhu, Yang Li, Hao Liang:
A Potential Game Based Offloading Scheme for Edge Computing-Enabled Automatic Train Operation Systems. ITSC 2021: 3629-3633 - [c25]Siyu Wei, Li Zhu, Hao Wang, Qingqing Lin:
An AdaBoost-based Intelligent Driving Algorithm for Heavy-haul Trains. ITSC 2021: 3917-3921 - [c24]Ziheng Li, Li Zhu, Yang Li, Hao Liang, Hao Wang:
A Deep Reinforcement Learning based Resource Allocation Method for Urban Rail Transit Cloud Systems. ITSC 2021: 3922-3926 - 2020
- [j26]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: 176830-176839 (2020) - [j25]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): 6214-6228 (2020) - [j24]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): 4072-4085 (2020) - [j23]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): 7863-7878 (2020) - [j22]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): 4321-4334 (2020) - [c23]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: 1-5 - [c22]Chunzi Shen, Li Zhu, Gaofeng Hua, Linyan Zhou, Lin Zhang:
A Blockchain Based Federal Learning Method for Urban Rail Passenger Flow Prediction. ITSC 2020: 1-5 - [c21]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: 1-6
2010 – 2019
- 2019
- [j21]Xiaoxuan Wang, Lingjia Liu, Li Zhu, Tao Tang:
Joint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacks. IEEE Access 7: 91169-91182 (2019) - [j20]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): 383-398 (2019) - [j19]Li Zhu, Dingyi Yao, Hongli Zhao:
Reliability Analysis of Next-Generation CBTC Data Communication Systems. IEEE Trans. Veh. Technol. 68(3): 2024-2034 (2019) - [c20]Zhaowei Ma, Li Zhu, F. Richard Yu:
A Novel Framework of Vehicle Ad-Hoc Networks based on Virtualization and Distributed Ledger Technology. DIVANet 2019: 39-47 - 2018
- [j18]Li Zhu, Fei Wang, Hongli Zhao:
QoS-Aware Resource Allocation for Network Virtualization in an Integrated Train Ground Communication System. Wirel. Commun. Mob. Comput. 2018: 2653405:1-2653405:12 (2018) - [j17]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: 5612785:1-5612785:4 (2018) - [c19]Yige Wang, Li Zhu, Qingqing Lin, Lin Zhang:
Leveraging Big Data Analytics for Train Schedule Optimization in Urban Rail Transit Systems. ITSC 2018: 1928-1932 - 2017
- [j16]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): 1165-1178 (2017) - [j15]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): 10705-10717 (2017) - 2016
- [j14]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): 9607-9616 (2016) - [c18]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: 1-5 - [c17]Fei Wang, Li Zhu, Hongli Zhao:
Virtual resource allocation in a network virtualization based integrated train ground communication system. ITSC 2016: 2012-2016 - 2015
- [j13]Cheng Wang, Li Zhu:
Parameter identification of a class of nonlinear systems based on the multi-innovation identification theory. J. Frankl. Inst. 352(10): 4624-4637 (2015) - [j12]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): 1676-1689 (2015) - [j11]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): 16-29 (2015) - [j10]Kaicheng Li, F. Richard Yu, Li Zhu, Tao Tang, Bin Ning:
Cooperative and cognitive wireless networks for train control systems. Wirel. Networks 21(8): 2545-2559 (2015) - [c16]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: 3958-3962 - 2014
- [j9]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): 1083-1090 (2014) - [j8]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): 1258-1272 (2014) - [j7]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): 2162-2172 (2014) - [c15]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: 4377-4381 - [c14]Hongli Zhao, Li Zhu, Hailin Jiang, Tao Tang:
Design and performance tests in an integrated TD-LTE based train ground communication system. ITSC 2014: 747-750 - [c13]Xiaomeng Shu, Li Zhu, Hongli Zhao, Tao Tang:
A novel handoff decision algorithm in TD-LTE based train-ground communication system. ITSC 2014: 757-761 - 2013
- [j6]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: 88 (2013) - [j5]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): 1408-1411 (2013) - [c12]Li Zhu, F. Richard Yu, Bin Ning, Tao Tang:
Joint security and QoS provisioning in cooperative vehicular ad hoc networks. ICC 2013: 1594-1598 - [c11]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: 5047-5051 - [c10]Li Zhu, F. Richard Yu, Bin Ning, Tao Tang:
A novel communication-based train control (CBTC) system with cooperative wireless relaying. ICC 2013: 6422-6426 - [i2]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 abs/1307.7807 (2013) - [i1]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 abs/1308.2188 (2013) - 2012
- [j4]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: 211 (2012) - [j3]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): 719-728 (2012) - [j2]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): 582-593 (2012) - [c9]Li Zhu, F. Richard Yu, Bin Ning, Tao Tang:
Service availability analysis in communication-based train control (CBTC) systems using WLANs. ICC 2012: 1383-1387 - [c8]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: 1-5 - [c7]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: 1-5 - 2011
- [j1]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): 1171-1181 (2011) - [c6]Li Zhu, F. Richard Yu, Bin Ning, Tao Tang:
Cross Layer Design in MIMO-Enabled Communication-Based Train Control Systems. GLOBECOM 2011: 1-5 - [c5]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: 7-12 - 2010
- [c4]Li Zhu, F. Richard Yu, Bing Ning:
Cross Layer Design for Video Transmissions in Metro Passenger Information Systems. GLOBECOM 2010: 1-5 - [c3]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: 1-5 - [c2]Li Zhu, F. Richard Yu, Bing Ning:
A Seamless Handoff Scheme for Train-Ground Communication Systems in CBTC. VTC Fall 2010: 1-5 - [c1]Li Zhu, F. Richard Yu, Bin Ning:
An Optimal Handoff Decision Algorithm for Communication-Based Train Control (CBTC) Systems. VTC Fall 2010: 1-5
Coauthor Index
F. Richard Yu
aka: Fei Richard Yu
aka: Fei Richard Yu
[j56] [j55] [j54] [j52] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j42] [j41] [j39] [j37] [j35] [j32] [j28] [j27] [j25] [j23] [j22] [j20] [c20] [j17] [j16] [j15] [j14] [c18] [j12] [j11] [j10] [c16] [j9] [j8] [j7] [c15] [j6] [j5] [c12] [c11] [c10] [i2] [i1] [j4] [j3] [j2] [c9] [c8] [c7] [j1] [c6] [c5] [c4] [c3] [c2] [c1]
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