下一代无线网络协议设计与优化

轨道交通无线通信技术与应用

通感一体化

无线定位及多模融合定位技术

车联网

嵌入式系统设计与应用

1. 期刊论文：

[31]Jiang Guo, Gang Liu, Qingqing Wu, Pingzhi Fan, “Parallel Attention-Based Transformer for Channel Estimation in RIS-Aided 6G Wireless Communications” IEEE Transactions on Vehicular Technology, vol.73, no. 11, pp. 15927 - 15940, Nov. 2024.

[30] Jiewen Hu, Gang Liu, Zheng Ma, Ming Xiao, PingZhi Fan “Low-complexity Resource Allocation for User Paired RSMA in Future 6G Wireless Networks” IEEE Wireless Communication Letter, vol.13, no. 2, pp. 565-569, Feb. 2024.

[29] Yang Siyuan, Liu Heng, Liu Xin, Liu Gang, Ma Zheng, Fan Pingzhi, “Spatial-Doppler Domain Precoding for Orthogonal Time Frequency Space Modulation with Rake Detector” International Jounrnal of Communication System, Jan. 2024.

[28] Muhammad Saleh Bute, Pingzhi Fan, Gang Liu, Li Zhang,“Trust Aware V2V Relay Assisted Content Distribution in Cellular V2X Networks”IEEE Internet of Things Journal, early access, pp. 1-1,  DOI: 10.1109/JIOT.2023.3338190, Dec. 2023.

[27] Yi Zhou, Zheng Ma, Gang Liu, et al. “Secure Multi-Layer MEC Systems With UAV-Enabled Reconfigurable Intelligent Surface Against Full-Duplex Eavesdropper,”  IEEE Transactions on Communications, vol. 72, no. 3, pp.1565-1577, Nov. 2023.

[26] Haiwen Lan, Gang Liu, Wei Wang, Chengchao Liang, Zheng Ma, “Three-Dimensional Scan-Based Algorithm for Directed Neighbor Discovery in Ad-Hoc Networks”  International Jounrnal of Communication System, vol.36, no. 10, July. 2023.

[25] Gang Liu, Chunhao Jiang, Ren Xiaochun, Fan Pingzhi, Liang Chengchao, Ma Zheng “Ultra reliable load-aware connection management (LACM) algorithm in WIA-FA systems ”  China Communications, Early Access, April. 2024.

[24] Guangfen Xie, Chuanchuan Yang, Yanghe Feng, Gang Liu, Bin Dai, “Physical Layer Security and Its Enhancement in Reconfigurable Intelligent Surface Aided Communication Systems: An Information-Theoretic Analysis” IEEE Transactions on Communications, vol.75, no. 5, pp. 2931-2946, May 2023.

[23] Jiewen Hu, Gang Liu, Yongbo Li, Zheng Ma, Wei Wang, Chengchao Liang, F. Richard Yu and Pingzhi Fan, “Off-Network Communications For Future Railway Mobile Communication Systems: Challenges and Opportunities” IEEE Communications Magazine,vol.60, no.10 , pp. 64-70, Oct. 2022.  

[22] Muhammad Saleh Bute, Pingzhi Fan, Gang Liu, Fakhar Abbas and Zhiguo Ding, A Cluster-Based Cooperative Computation Offloading Scheme for C-V2X Networks, Elsevier Ad Hoc Networks, Vol.132 (2022) 102862, April 2022, pp.1-12.

[21] Zheng Ma, Yanliang Wu, Ming Xiao, Gang Liu, Zhengquan Zhang "Interference Suppression for Railway Wireless Communication Systems: A Reconfigurable Intelligent Surface Approach " IEEE Transactions on Vehicular Technology, vol.70, no.11, pp. 11593-11603, Nov. 2021.

[20] 胡杰文，马征，刘刚，范平志，唐优华，“一种基于中继的车辆编队功率优化算法 ”，中国科学：信息科学，2021年7月 

[19] 李永波，罗钊，刘刚，韩熠，杨辉，马征，王小敏，任晓春，“基于5G与V2X的智能有轨电车无线通信子系统设计及性能测试”，铁道通信信号，57（10）：67-74, 2021年10月。（邀稿）

[18] Muhammed, Alemu Jorgi, Zheng Ma, Zhiguo Ding, Ming Xiao, Pingzhi Fan, Gang Liu, Zhengquan Zhang" Resource Allocation for Energy-Efficient NOMA System in Coordinated Multi-Point Networks", IEEE Transactions on Vehicular Technology, vol.70, no.2, pp.1577 - 1591, Jan. 2021.

[17] Fakhar Abbas, Gang Liu, Pingzhi Fan, and Zahid Khan, "An Efficient Cluster Based Resource Management Scheme and Its Performance Analysis for V2X Networks" IEEE Access, DOI: 10.1109/ACCESS.2020.2992591, May 2020.

[16] Gang Liu, Zhiqing Wang, Jiewen Hu, Zhiguo Ding and Pingzhi Fan“Cooperative NOMA Broadcasting/Multicasting for Low-Latency and High-Reliability 5G Cellular V2X Communications” IEEE Internet of Things Journal, vol. 6, no. 5, pp. 7828-7838, Oct. 2019.

[15] Xianhao Chen, Gang Liu, Zheng Ma, Xi Zhang, Pingzhi Fan,Shanzhi Chen and F. Richard Yu “When Full Duplex Wireless Meets Non-Orthogonal Multiple Access: Opportunities and Challenges” IEEE Wireless Communications Magazine, vol.26, no.4, pp.148-155, Aug. 2019. 

[14] Xianhao Chen, Gang Liu, Zheng Ma, Xi Zhang, Weiqiang Xu and Pingzhi Fan, “Optimal Power Allocations for Non-Orthogonal Multiple Access Over 5G Full/Half-Duplex Relaying Mobile Wireless Networks” IEEE Transactions on Wireless Communications, vol. 18, no. 1, pp. 77-92, Jan. 2019. 

[13] Gang Liu, Xianhao Chen, Zhiguo Ding, Zheng Ma, and F. Richard Yu,“Hybrid Half-Duplex/Full-Duplex Cooperative Non-Orthogonal Multiple Access With Transmit Power Adaptation”  IEEE Transactions on Wireless Communications, vol. 17, no. 1, pp.506-519, Jan. 2018.

[12] Gang Liu, Zheng Ma, Xianhao Chen, Zhiguo Ding, F. Richard Yu and Pingzhi Fan “Cross-layer Power Allocation in Non-Orthogonal Multiple Access Systems for Statistical QoS Provisioning”  IEEE Transactions on Vehicular Technology, vol.66, no.12, pp.11388-11393, Dec. 2017.

[11] Zhengquan Zhang, Zheng Ma, Ming Xiao, Gang Liu, Pingzhi Fan,"Modeling and Analysis of Non-Orthogonal MBMS Transmission in Heterogeneous Networks", IEEE Journal on Selected Areas in Communications, vol. 35, no. 10, pp. 2221-2237, July 2017.

[10] Haobo Qing, Heping Li, Nan Chu, Gang Liu, Yuanan Liu," Multistage Wiener Filter aided MDL Approach for Wideband Spectrum Sensing in Cognitive Radio Networks" AEU - International Journal of Electronics and Communications, vol. 73, pp. 165-172，Jan. 2017.

[9] Gang Liu, F. Richard Yu, Hong Ji and Victor C.M. Leung, “Distributed Resource Allocation in Virtualized Full-duplex Relaying Networks” IEEE Transactions on Vehicular Technology, vol. 65, no.10, pp. 8444-8460, Oct. 2016.

[8] Gang Liu, F. Richard Yu, Hong Ji and Victor C.M. Leung, “Virtual Resource Management in Green Cellular Networks with Shared Full-Duplex Relaying and Wireless Virtualization: A Game-Based Approach” IEEE Transactions on Vehicular Technology, vol.65, no. 9, pp. 7529-7542, Sept. 2016.

[7] Gang Liu, F. Richard Yu, Hong Ji, Victor C.M. Leung and Xi Li, “In-Band Full-Duplex Relaying for 5G Cellular Networks with Wireless Virtualization” IEEE Network,vol.29, no.6, pp.54-61, Nov.-Dec. 2015.

[6] Lei Chen, F. Richard Yu, Hong Ji, Gang Liu, Victor C.M. Leung," Distributed Virtual Resource Allocation in Small Cell Networks with Full Duplex Self-backhauls and Virtualization," IEEE Transactions on Vehicular Technology, vol. 65, no. 7, pp.5410-5423, July 2015. 

[5] Gang Liu, F. Richard Yu, Hong Ji, Victor C.M. Leung and Xi Li, “In-Band Full-Duplex Relaying: A Survey, Research Issues and Challenges” IEEE Communications Surveys and Tutorials, vol. 17, no. 2, pp.500-524, May 2015.

[4] Gang Liu, F. Richard Yu, Hong Ji and Victor C.M. Leung, “Energy-Efficient Resource Allocation in Cellular Networks with Shared Full-Duplex Relaying” IEEE Transactions on Vehicular Technology, vol.64, no. 8, pp. 3711-3724, Aug. 2014.

[3] Lei Chen, Xi Li, Hong Ji, Gang Liu, “Load-balance cell association for improving network capacity in heterogeneous cellular networks”, Journal of China Universities of Posts and Telecommunications, vol. 21, no. 3, pp. 56-61, June 2014.

[2] Gang Liu, Hong Ji, Yi Li, Xi Li and Yongbin Wang, “Transmission control protocol performance enhancement for mobile broadband interactive satellite communication system: A cross-layer approach,” International Journal of Satellite Communications and Networking, vol. 33, no. 2, pp. 119-133, April 2014.

[1] Jing Wu, Yi Li, Gang Liu and Hong Ji, “Joint power and spectrum allocation in multi-hop cognitive radio networks”, Journal of China Universities of Posts and Telecommunications, vol. 21, no. 2, pp. 9-14, April 2014. 

2. 会议论文：

[25] Yongbo Li, Gang Liu, Jiewen Hu, Zheng Ma et al. “Rate-Splitting Multiple Access Interplaying with Active Reconfigurable Intelligent Surfaces for Railway Communications With Imperfect CSIT”  IEEE VTC’2024 Fall, Oct. 2024.

[24] Yannick Abel Talla Nana, Gang Liu, Bole Wilfried Tienin ,”Reconfigurable Intelligent Surface for High-Speed Railway mmWave Communication System: A Deep Reinforcement Learning Approach” submitted to IEEE VTC’2024 Fall, Oct. 2024.

[23] Haoxin Chang, Gang Liu, Zheng Ma, Wei Wang, “Blockchain-based Vehicle-to-Vehicle Energy Trading Mechanism: A Bayesian Game Approach with Mixed Pricing Strategy”,  accepted by IEEE VTC 2024-Spring, June 2024.

[22] Rongjing Wang, Hanli Jiang, Qianqian Zhang, Gang Liu, Fei Richard Yu “Real-Time UWB and IMU Fusion Positioning System for Urban Rail Transit with High Mobility”,  accepted by IEEE VTC 2024-Spring, June 2024.

[21] Muhammad Saleh Bute,Pingzhi Fan,Gang Liu,Fakhar Abbas,Zhiguo Ding,"A Collaborative Task Offloading Scheme in Vehicular Edge Computing", Proc. IEEE VTC2021-Spring, 2021.

[20] Fakhar Abbas, Gang Liu, Pingzhi Fan, and Zahid Khan "A Vehicle Density based Two-Stage Resource Management Scheme for 5G-V2X Networks", Proc. IEEE VTC2020-Spring, Belgium, May 2020.

[19] Gang Liu, Xianhao Chen, Zheng Ma, Xi Zhang, Ming Xiao and Pingzhi Fan,"Full Duplex and C-RAN Based Multi-Cell Non-Orthogonal Multiple Access Over 5G Wireless Networks", Proc. IEEE ICC'19, Shanghai, China, May 2019

[18] Zhou Shen, Gang Liu, Zhiguo Ding, Zheng Ma, F. Richard Yu "Optimal Power Allocations for 5G Non-Orthogonal Multiple Access with Half/Full Duplex Relaying", Proc. IEEE ICC'19, Shanghai, China, May 2019.

[17] Fakhar Abbas, Gang Liu, Zahid Khan, Kan Zheng, "Clustering based Resource Management Scheme for Latency and Sum Rate Optimization in V2X Networks" in Proc. IEEE VTC’19-Spring Workshop, Kuala Lumpur, Malaysia, April 2019.

[16] Zhiqing Wang, Jiewen Hu, Gang Liu, Zheng Ma,"Optimal Power Allocations for Relay-assisted NOMA-based 5G V2X Broadcast/Multicast Communications", in Proc. IEEE/CIC ICCC'18, Beijing, China, Aug. 2018.

[15] Huifang Liu, Gang Liu, Zheng Ma,Youhua Tang,Yuan Lin "Dynamic Virtual Resource Allocation in 5G Vehicular Communication Networks with Mixed SCMA/OFDMA", in Proc. IEEE VTC’18-Spring Workshop, Porto, June 2018.

[14] Xianhao Chen, Gang Liu, Zhiguo Ding, F. Richard Yu and Pingzhi Fan, "Power Allocation for Full-Duplex Cooperative Non-Orthogonal Multiple Access Systems", in Proc. IEEE Globecom’17, Singapore, Dec. 2017.

[13] Xianhao Chen, Gang Liu, Zheng Ma, F. Richard Yu and Zhiguo Ding," Power Allocation for Cooperative Non-Orthogonal Multiple Access Systems", in Proc. IEEE Globecom’17, Singapore, Dec. 2017.

[12] Junchao Ma, Jiahuan Wang, Gang Liu, Pingzhi Fan," Low Latency Caching Placement Policy for Cloud-Based VANET with Both Vehicle Caches and RSU Caches", in IEEE Globecom'17 Workshop, Singapore, Dec. 2017.

[11] Yongbin Wang, Zhongping Zhang, Ping Zhang, Zheng Ma, Gang Liu," A New Cloud-based Network Framework for 5G Massive Internet of Things Connections ", in Proc. IEEE ICCT'17, Chengdu, China, Oct. 2017.

[10] Hanwen Zhang, Gang Liu, Zheng Ma and Pingzhi Fan," Dynamics of Communication, Caching and Computing Resource Sharing: a Game Model", in Proc. IEEE VTC’17 Fall, Toronto, Canada, Sept. 2017.

[9] Xianhao Chen, Gang Liu and Zheng Ma, "Statistical QoS Provisioning for Half/Full-Duplex Cooperative Non-Orthogonal Multiple Access", in Proc. IEEE VTC’17 Workshop, Toronto, Canada, Sept. 2017.

[8] Tiantian Chen, Gang Liu, Zheng Ma and Pingzhi Fan, "Energy-efficient resource allocation in HetNets with full duplex and D2D communications," in Proc. IEEE 25th Wireless and Optical Communication Conference (WOCC'16), Chengdu, China, May 2016.

[7] Lei Chen, F. Richard Yu, Hong Ji, Gang Liu, Victor C.M. Leung. Distributed Resource Allocation for Virtualized Small Cell Networks with Full Duplex Self-backhauls, in Proc. IEEE Globecom’15, San Diego, CA, USA, Dec. 2015..

[6] Gang Liu, F. Richard Yu, Hong Ji and Victor C.M. Leung, “Energy-Efficient Resource Allocation in Shared Full-Duplex Relaying Cellular Networks”, in Proc. IEEE Globecom’14, Austin, USA, Dec. 2014.

[5] Gang Liu, F. Richard Yu, Hong Ji and Victor C.M. Leung, “Distributed Resource Allocation in Full-duplex Relaying Networks with Wireless Virtualization”, in Proc. IEEE Globecom’14, Austin, USA, Dec. 2014.

[4] Gang Liu, Hong Ji, F. Richard Yu, Yi Li and Renchao Xie, “Energy-Efficient Resource Allocation in Full-Duplex Relaying Networks” in Proc. IEEE ICC’14, Sydney, Australia, June 2014. (ICC’14 Best Paper Award: 1.3%)

[3] Gang Liu, Hong Ji, Yi Li and Xiaoliang Zhang, “Sum Rate Maximization Antenna Selection via Discrete Stochastic Approximation in MIMO Two-Way AF Relay with Imperfect CSI,” in Proc. IEEE Globecom’12, Anaheim, USA, Dec. 2012.

[2] Gang Liu, Hong Ji, F. Richard Yu, Yi Li and Rui Wang, “MMSE-Based Transceiver Design in Multi-user MIMO Relay Systems with Channel Correlation and Estimation Errors” in Proc. IEEE WCNC’14, Istanbul, Turkey, April 2014.

[1] Gang Liu, Hong Ji, Yi Li and Xi Li, “TCP performance enhancement for mobile broadband interactive satellite communication system: A cross-layer approach,” in Proc. IEEE CHINACOM’13, Guilin, China, Aug. 2013.

3. 专利：

[9] 刘刚，范泓铭，黎杨千行，任东亚，葛东东，王大为，沈煜，梁明，沈鹏，艾长发，吕松涛，一种面向高速公路突发危险情况的低时延警示方法，发明专利，申请号：2024113908225，申请时间：2024年10月8日

[8] 刘刚，马征，李永波，罗钊，单昱辰，姜春浩，蓝海文，一种基于5G的多接口多协议无线网关系统及通信方法，专利号：CN202010891801.7，授权时间：2021年5月25日

[7] 刘刚; 王榕婧; 吕政波; 常浩新; 李玥彤; 马征, 一种面向普速铁路列车运行控制的数字无线通信方法，2022-4-27，中国, CN202210459407.5.

[6] 王千里，杨子堃，刘刚，基于自适应OTFS帧结构的雷达通信一体化方法及系统 ，专利号：CN202211195097.7，申请日期：2022.9.29 ，授权日期：2022.12.13

[5] 马征; 周庭梁; 江磊; 刘刚; 吴彦良, 一种基于5G网络和车联网的车辆控制系统及其控制方法,  专利号：CN202110009114.2，授权时间：2021年11月02日

[4] 张昊，谢天翔，刘刚，刘瑶，周靖杰，马征，一种通用化应急通信方法与装置，申请号：202310986017.8，申请日期：2023.8.7

[3] 华晟， 罗钊，李永波，姜春浩，蓝海文， 胡杰文，刘刚，马征，一种基于5G和LTE-V2X的自动切换方法及装置，申请号: CN202210589899.X，2022-05-26

[2] 王洪跃，刘刚、朱大伟、胡杰文、吴阳、陈腾豪, “通信方法及装置” 专利号：CN113015127A，公开日期：2021年06月22日

[1] 刘螺辉，李永波，罗钊，蓝海文，姜春浩，胡杰文，刘刚，马征，“无线网关协议优化方法,电子设备及存储介质”专利号：202111591095，申请时间：2021年12月23日

4. 代表性成果：

[5] Gang Liu, Zhiqing Wang, Jiewen Hu, Zhiguo Ding and Pingzhi Fan“Cooperative NOMA Broadcasting/Multicasting for Low-Latency and High-Reliability 5G Cellular V2X Communications” IEEE Internet of Things Journal, vol. 6, no. 5, pp. 7828-7838, Oct. 2019.

[4] Xianhao Chen, Gang Liu, Zheng Ma, Xi Zhang, Weiqiang Xu and Pingzhi Fan, “Optimal Power Allocations for Non-Orthogonal Multiple Access Over 5G Full/Half-Duplex Relaying Mobile Wireless Networks” IEEE Transactions on Wireless Communications, vol. 18, no. 1, pp. 77-92, Jan. 2019.

[3] Gang Liu, Xianhao Chen, Zhiguo Ding, Zheng Ma, and F. Richard Yu,“Hybrid Half-Duplex/Full-Duplex Cooperative Non-Orthogonal Multiple Access With Transmit Power Adaptation”IEEE Transactions on Wireless Communications, vol. 17, no. 1, pp.506-519, Jan. 2018.(ESI高被引论文: Top 1%)

[2] Gang Liu, F. Richard Yu, Hong Ji, Victor C.M. Leung and Xi Li, “In-Band Full-Duplex Relaying: A Survey, Research Issues and Challenges” IEEE Communications Surveys and Tutorials, vol. 17, no. 2, pp.500-524, May 2015. (ESI高被引论文: Top 1%)

[1] Gang Liu, Hong Ji, F. Richard Yu, Yi Li and Renchao Xie, “Energy-Efficient Resource Allocation in Full-Duplex Relaying Networks” in Proc. IEEE ICC’14, Sydney, Australia, June 2014. (IEEE ICC’14 Best Paper Award(最佳论文奖）: 1.3%)

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1. 国家自然科学基金面上项目，61271182，基于认知的光载无线宽带接入网中资源管理的新模型与新方法，2013.01-2016.12，结题，参与