Lei Lei

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 65

Top Topics

Cellular Networks

Millimeter Wave

Resource Allocation

Top Venues

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Tong Liu, Lei Lei, Kan Zheng, Xuemin Shen
Multitimescale Control and Communications With Deep Reinforcement Learning - Part I: Communication-Aware Vehicle Control. IEEE Internet Things J. 11 (9) (2024)
Lei Lei, Tong Liu, Kan Zheng, Xuemin Shen
Multitimescale Control and Communications With Deep Reinforcement Learning - Part II: Control-Aware Radio Resource Allocation. IEEE Internet Things J. 11 (9) (2024)
Jiaju Qi, Lei Lei, Kan Zheng, Simon X. Yang, Xuemin Shen
Optimal Scheduling in IoT-Driven Smart Isolated Microgrids Based on Deep Reinforcement Learning. IEEE Internet Things J. 10 (18) (2023)
Jiaju Qi, Lei Lei, Kan Zheng, Simon X. Yang, Xuemin Shen
Optimal Scheduling in IoT-Driven Smart Isolated Microgrids Based on Deep Reinforcement Learning. CoRR (2023)
Tong Liu, Lei Lei, Kan Zheng, Kuan Zhang
Autonomous Platoon Control With Integrated Deep Reinforcement Learning and Dynamic Programming. IEEE Internet Things J. 10 (6, March 15) (2023)
Tong Liu, Lei Lei, Kan Zheng, Xuemin Shen
Multi-Timescale Control and Communications with Deep Reinforcement Learning - Part I: Communication-Aware Vehicle Control. CoRR (2023)
Lei Lei, Tong Liu, Kan Zheng, Xuemin Shen
Multi-Timescale Control and Communications with Deep Reinforcement Learning - Part II: Control-Aware Radio Resource Allocation. CoRR (2023)
Tong Liu, Lei Lei, Zhiming Liu, Kan Zheng
Jointly Learning V2X Communication and Platoon Control with Deep Reinforcement Learning. PIMRC (2023)
Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei
Optimizing Resource Swap Functionality in IoE-Based Grids Using Approximate Reasoning Reward-Based Adjustable Deep Double Q-Learning. IEEE Trans. Consumer Electron. 69 (3) (2023)
Lei Lei, Tong Liu, Kan Zheng, Lajos Hanzo
Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information. CoRR (2022)
Kan Zheng, Haojun Yang, Shiwen Liu, Kuan Zhang, Lei Lei
A Behavior Decision Method Based on Reinforcement Learning for Autonomous Driving. IEEE Internet Things J. 9 (24) (2022)
Tong Liu, Lei Lei, Kan Zheng, Kuan Zhang
Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming. CoRR (2022)
Christian Boin, Lei Lei, Simon X. Yang
AVDDPG: Federated reinforcement learning applied to autonomous platoon control. CoRR (2022)
Lei Lei, Tong Liu, Kan Zheng, Lajos Hanzo
Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information. IEEE Trans. Veh. Technol. 71 (6) (2022)
Lei Lei, Yue Tan, Glenn Dahlenburg, Wei Xiang, Kan Zheng
Dynamic Energy Dispatch Based on Deep Reinforcement Learning in IoT-Driven Smart Isolated Microgrids. IEEE Internet Things J. 8 (10) (2021)
Jiaju Qi, Qihao Zhou, Lei Lei, Kan Zheng
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges. CoRR (2021)
Pu Yuan, Kan Zheng, Xiong Xiong, Kuan Zhang, Lei Lei
Performance modeling and analysis of a Hyperledger-based system using GSPN. Comput. Commun. 153 (2020)
Lei Lei, Yue Tan, Glenn Dahlenburg, Wei Xiang, Kan Zheng
Dynamic Energy Dispatch in Isolated Microgrids Based on Deep Reinforcement Learning. CoRR (2020)
Xiong Xiong, Kan Zheng, Lei Lei, Lu Hou
Resource Allocation Based on Deep Reinforcement Learning in IoT Edge Computing. IEEE J. Sel. Areas Commun. 38 (6) (2020)
Jiaju Qi, Lei Lei, Kan Zheng, Xianbin Wang
Patent Analytic Citation-Based VSM: Challenges and Applications. IEEE Access 8 (2020)
Pu Yuan, Kan Zheng, Xiong Xiong, Kuan Zhang, Lei Lei
Performance Modeling and Analysis of a Hyperledger-based System Using GSPN. CoRR (2020)
Tim McNabb, Kristin Wicking, Trina S. Myers, Lei Lei
Optimizing Clinical Spatial Resources with IoT. ACSW (2020)
Lei Lei, Yue Tan, Kan Zheng, Shiwen Liu, Kuan Zhang, Xuemin Shen
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges. IEEE Commun. Surv. Tutorials 22 (3) (2020)
Lu Hou, Lei Lei, Kan Zheng, Xianbin Wang
A $Q$ -Learning-Based Proactive Caching Strategy for Non-Safety Related Services in Vehicular Networks. IEEE Internet Things J. 6 (3) (2019)
Zhe Yang, Kuan Zhang, Lei Lei, Kan Zheng
A Novel Classifier Exploiting Mobility Behaviors for Sybil Detection in Connected Vehicle Systems. IEEE Internet Things J. 6 (2) (2019)
Pu Yuan, Xiong Xiong, Lei Lei, Kan Zheng
Design and Implementation on Hyperledger-Based Emission Trading System. IEEE Access 7 (2019)
Zhe Yang, Kan Yang, Lei Lei, Kan Zheng, Victor C. M. Leung
Blockchain-Based Decentralized Trust Management in Vehicular Networks. IEEE Internet Things J. 6 (2) (2019)
Yue Tan, Kan Zheng, Lei Lei
An In-Vehicle KWS System with Multi-Source Fusion for Vehicle Applications. CoRR (2019)
Lei Lei, Yue Tan, Shiwen Liu, Kan Zheng, Xuemin Shen
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges. CoRR (2019)
Lei Lei, Jiaju Qi, Kan Zheng
Patent Analytics Based on Feature Vector Space Model: A Case of IoT. IEEE Access 7 (2019)
Lei Lei, Huijuan Xu, Xiong Xiong, Kan Zheng, Wei Xiang, Xianbin Wang
Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing. CoRR (2019)
Lei Lei, Huijuan Xu, Xiong Xiong, Kan Zheng, Wei Xiang
Joint Computation Offloading and Multiuser Scheduling Using Approximate Dynamic Programming in NB-IoT Edge Computing System. IEEE Internet Things J. 6 (3) (2019)
Lei Lei, Huijuan Xu, Xiong Xiong, Kan Zheng, Wei Xiang, Xianbin Wang
Multiuser Resource Control With Deep Reinforcement Learning in IoT Edge Computing. IEEE Internet Things J. 6 (6) (2019)
Lei Lei, Jiaju Qi, Kan Zheng
Patent Analytics Based on Feature Vector Space Model: A Case of IoT. CoRR (2019)
Yue Tan, Kan Zheng, Lei Lei
An In-Vehicle Keyword Spotting System with Multi-Source Fusion for Vehicle Applications. WCNC (2019)
Lei Lei, Xiong Xiong, Lu Hou, Kan Zheng
Collaborative Edge Caching through Service Function Chaining: Architecture and Challenges. IEEE Wirel. Commun. 25 (3) (2018)
Jie Mei, Kan Zheng, Long Zhao, Lei Lei, Xianbin Wang
Joint Radio Resource Allocation and Control for Vehicle Platooning in LTE-V2V Network. IEEE Trans. Veh. Technol. 67 (12) (2018)
Tim McNabb, Trina S. Myers, Kristin Wicking, Lei Lei, Wei Xiang
Optimizing spatial healthcare assets with Internet of Things. Health Inf. Sci. Syst. 6 (1) (2018)
Nan Cheng, Haibo Zhou, Lei Lei, Ning Zhang, Yi Zhou, Xuemin Shen, Fan Bai
Performance Analysis of Vehicular Device-to-Device Underlay Communication. IEEE Trans. Veh. Technol. 66 (6) (2017)
Lu Hou, Lei Lei, Kan Zheng
Design on Publish/Subscribe Message Dissemination for Vehicular Networks with Mobile Edge Computing. GLOBECOM Workshops (2017)
Kan Zheng, Huijian Wang, Hang Li, Wei Xiang, Lei Lei, Jian Qiao, Xuemin Sherman Shen
Energy-Efficient Localization and Tracking of Mobile Devices in Wireless Sensor Networks. IEEE Trans. Veh. Technol. 66 (3) (2017)
Haojun Yang, Long Zhao, Lei Lei, Kan Zheng
A Two-Stage Allocation Scheme for Delay-Sensitive Services in Dense Vehicular Networks. CoRR (2017)
Haojun Yang, Long Zhao, Lei Lei, Kan Zheng
A two-stage allocation scheme for delay-sensitive services in dense vehicular networks. ICC Workshops (2017)
Hang Liu, Haojun Yang, Kan Zheng, Lei Lei
Resource allocation schemes in multi-vehicle cooperation systems. J. Commun. Inf. Networks 2 (2) (2017)
Rongtao Xu, Lei Lei, Xiong Xiong, Kan Zheng, Hengyang Shen
A Software Defined Radio Based IEEE 802.15.4k Testbed for M2M Applications. VTC Fall (2016)
Lei Lei, Yiru Kuang, Nan Cheng, Xuemin Sherman Shen, Zhangdui Zhong, Chuang Lin
Delay-Optimal Dynamic Mode Selection and Resource Allocation in Device-to-Device Communications - Part I: Optimal Policy. IEEE Trans. Veh. Technol. 65 (5) (2016)
Zhe Yang, Qihao Zhou, Lei Lei, Kan Zheng, Wei Xiang
An IoT-cloud Based Wearable ECG Monitoring System for Smart Healthcare. J. Medical Syst. 40 (12) (2016)
Lei Lei, Yiru Kuang, Nan Cheng, Xuemin Shen, Zhangdui Zhong, Chuang Lin
Delay-Optimal Dynamic Mode Selection and Resource Allocation in Device-to-Device Communications - Part II: Practical Algorithm. IEEE Trans. Veh. Technol. 65 (5) (2016)
Lei Lei, Jiahua Lu, Yuming Jiang, Xuemin Sherman Shen, Ying Li, Zhangdui Zhong, Chuang Lin
Stochastic Delay Analysis for Train Control Services in Next-Generation High-Speed Railway Communications System. IEEE Trans. Intell. Transp. Syst. 17 (1) (2016)
Lei Lei, Yiru Kuang, Xuemin Shen, Kan Yang, Jian Qiao, Zhangdui Zhong
Optimal Reliability in Energy Harvesting Industrial Wireless Sensor Networks. CoRR (2016)
Lei Lei, Qingyun Hao, Zhangdui Zhong
Mode Selection and Resource Allocation in Device-to-Device Communications With User Arrivals and Departures. IEEE Access 4 (2016)
Huijian Wang, Lei Lei, Kan Zheng
Flow-level performance analysis of random wireless network using stochastic Petri Nets. ICT (2016)
Kan Zheng, Lu Hou, Hanlin Meng, Qiang Zheng, Ning Lu, Lei Lei
Soft-defined heterogeneous vehicular network: architecture and challenges. IEEE Netw. 30 (4) (2016)
Lei Lei, Yiru Kuang, Xuemin Sherman Shen, Kan Yang, Jian Qiao, Zhangdui Zhong
Optimal Reliability in Energy Harvesting Industrial Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 15 (8) (2016)
Lei Lei
Stochastic modeling of device-to-device communications for intelligent transportation systems. ICT (2016)
Kan Zheng, Hang Li, Lei Lei, Wei Xiang, Jian Qiao, Xuemin Shen
Energy-Efficient Localization and Tracking of Mobile Devices in Wireless Sensor Networks. CoRR (2016)
Zhe Yang, Bing Wu, Kan Zheng, Xianbin Wang, Lei Lei
A Survey of Collaborative Filtering-Based Recommender Systems for Mobile Internet Applications. IEEE Access 4 (2016)
Kan Zheng, Hanlin Meng, Periklis Chatzimisios, Lei Lei, Xuemin Shen
An SMDP-Based Resource Allocation in Vehicular Cloud Computing Systems. IEEE Trans. Ind. Electron. 62 (12) (2015)
Yiru Kuang, Lei Lei, Zhangdui Zhong
Delay-Optimal Distributed Resource Allocation for Device-to-Device Communications. VTC Fall (2015)
Jian Qiao, Xuemin (Sherman) Shen, Jon W. Mark, Qinghua Shen, Yejun He, Lei Lei
Enabling device-to-device communications in millimeter-wave 5G cellular networks. IEEE Commun. Mag. 53 (1) (2015)
Lei Lei, Huijian Wang, Xuemin Sherman Shen, Nan Cheng, Zhangdui Zhong
Flow-level performance of device-to-device underlaid OFDM cellular networks. ICCC (2015)
Jian Qiao, Xuemin Sherman Shen, Jon W. Mark, Lei Lei
Video Quality Provisioning for Millimeter Wave 5G Cellular Networks With Link Outage. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Lei Lei, Huijian Wang, Xuemin (Sherman) Shen, Zhangdui Zhong, Kan Zheng
Flow-Level Performance of Device-to-Device Overlaid OFDM Cellular Networks. WASA (2015)
Kan Zheng, Lu Hou, Hanlin Meng, Qiang Zheng, Ning Lu, Lei Lei
Soft-Defined Heterogeneous Vehicular Network: Architecture and Challenges. CoRR (2015)
Suling Ou, Lei Lei, Kan Zheng, Ying Li
Stochastic delay analysis of an architecture integrating VANET with LTE networks. ICNC (2015)
Lei Lei, Xuemin Shen, Mischa Dohler, Chuang Lin, Zhangdui Zhong
Queuing Models With Applications to Mode Selection in Device-to-Device Communications Underlaying Cellular Networks. IEEE Trans. Wirel. Commun. 13 (12) (2014)
Lei Lei, Huijian Wang, Chuang Lin, Zhangdui Zhong
Wireless channel model using stochastic high-level Petri nets for cross-layer performance analysis in orthogonal frequency-division multiplexing system. IET Commun. 8 (16) (2014)
Lei Lei, Yiru Kuang, Xuemin Shen, Chuang Lin, Zhangdui Zhong
Resource control in network assisted device-to-device communications: solutions and challenges. IEEE Commun. Mag. 52 (6) (2014)
Ying Li, Lei Lei, Zhangdui Zhong, Suling Ou
Stochastic Performance Analysis of Uplink Traffic in High-Speed Railway Scenario. MoMM (2014)
Lei Lei, Ye Han, Zhangdui Zhong, Chuang Lin
Performance analysis of device-to-device communications with frequency reuse using Stochastic Petri Nets. ICC (2013)
Yingkai Zhang, Lei Lei, Hang Long, Kan Zheng
Performance analysis of user association policies in small cell networks using Stochastic Petri Nets. ICC Workshops (2013)
Lei Lei, Jing Zhao, Zhangdui Zhong, Kan Zheng
Flow-Level Analysis of Energy Efficiency Performance for Device-to-Device Communications in OFDM Cellular Networks. Comput. J. 56 (8) (2013)
Lei Lei, Zhangdui Zhong, Kan Zheng, Jiadi Chen, Hanlin Meng
Challenges on wireless heterogeneous networks for mobile cloud computing. IEEE Wirel. Commun. 20 (3) (2013)
Lei Lei, Yingkai Zhang, Xuemin (Sherman) Shen, Chuang Lin, Zhangdui Zhong
Performance Analysis of Device-to-Device Communications with Dynamic Interference Using Stochastic Petri Nets. IEEE Trans. Wirel. Commun. 12 (12) (2013)
Kan Zheng, Fei Liu, Lei Lei, Chuang Lin, Yuming Jiang
Stochastic Performance Analysis of a Wireless Finite-State Markov Channel. IEEE Trans. Wirel. Commun. 12 (2) (2013)
Lei Lei, Zhangdui Zhong, Chuang Lin, Xuemin Shen
Operator controlled device-to-device communications in LTE-advanced networks. IEEE Wirel. Commun. 19 (3) (2012)
Yueying Zhang, Hang Long, Fei Liu, Wenbo Wang, Lei Lei
A QoE-aware method for energy efficient network selection. ISCIT (2012)
Fanglong Hu, Kan Zheng, Lei Lei, Wenbo Wang
A Distributed Inter-Cell Interference Coordination Scheme between Femtocells in LTE-Advanced Networks. VTC Spring (2011)
Kan Zheng, Lei Lei, Yuyu Wang, Y. Lin, Wenbo Wang
Quality-of-service performance bounds in wireless multi-hop relaying networks. IET Commun. 5 (1) (2011)
Kan Zheng, Yuyu Wang, Lei Lei, Wenbo Wang
Cross-layer queuing analysis on multihop relaying networks with adaptive modulation and coding. IET Commun. 4 (3) (2010)
An'an Luo, Chuang Lin, Kai Wang, Lei Lei, Chanfang Liu
Quality of protection analysis and performance modeling in IP multimedia subsystem. Comput. Commun. 32 (11) (2009)
Lei Lei, Kan Zheng
Performance Evaluation of Carrier Aggregation for Elastic Traffic in LTE-Advanced Systems. IEICE Trans. Commun. (11) (2009)
Panagiotis Demestichas, Lei Lei, Vinod Kumar
IEEE Vehicular Technology WWRF journal series [from the guest editor's]. IEEE Veh. Technol. Mag. 4 (3) (2009)
Lei Lei, Chuang Lin, Jun Cai, Xuemin Shen
Performance analysis of wireless opportunistic schedulers using stochastic Petri nets. IEEE Trans. Wirel. Commun. 8 (4) (2009)
Lei Lei, Chuang Lin
Opportunistic Scheduler Evaluation Using Discriminatory Processor Sharing Model. ICC (2008)
Lei Lei, Chuang Lin, Jun Cai, Xuemin Shen
Flow-level performance of opportunistic OFDM-TDMA and OFDMA networks. IEEE Trans. Wirel. Commun. 7 (12-2) (2008)
Lei Lei, Chuang Lin
Scheduling gain analysis of opportunistic OFDMA and OFDM-TDMA systems. PIMRC (2008)
Lei Lei, Yuefeng Ji, Lin Guo
Asymmetric Attribute Aggregation in Hierarchical Networks. IEICE Trans. Commun. (8) (2007)
Lei Lei, Yuefeng Ji, Lin Guo
Dynamic Restorable Routing for Double-Link Failure in Optical Mesh Networks. ICNS (2006)
Lei Lei, Yuefeng Ji, Kan Zheng
Optimization method of spanning tree aggregation for hierarchical QoS routing. GLOBECOM (2005)
Lei Lei, Yuefeng Ji
A spanning tree-based QoS aggregation algorithm in hierarchical ASON. IEEE Commun. Lett. 9 (5) (2005)
Kan Zheng, Hui Zhao, Wenbo Wang, Lei Lei
Improved V-BLAST receiver for uplink CDM-OFDMA. PIMRC (2005)
Kan Zheng, Guoyan Zeng, Lei Lei, Wenbo Wang
Performance analysis for synchronous OFDM-CDMA with joint frequency-time spreading. ICC (2004)
Lei Lei, Aibo Liu, Yuefeng Ji
A joint resilience scheme with interlayer backup resource sharing in IP over WDM networks. IEEE Commun. Mag. 42 (1) (2004)