张铖

副教授，博士生导师，东南大学，信息科学与工程学院

 

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江苏省南京市江宁区秣周东路9号中国无线谷 A5

主要期刊论文

  1. Zhengming Zhang, Yongming Huang*, Cheng Zhang, Qingbi Zheng, Luxi Yang* and Xiaohu You*, "Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing," IEEE Transactions on Communications, doi: 10.1109/TCOMM.2024.3395698. (SCI, JCR Q1)
  2. Chenyang Wang, Cheng Zhang*, Fan Meng, Yongming Huang and Wei Zhang, "Traffic-Aware Hierarchical Beam Selection for Cell-Free Massive MIMO," IEEE Transactions on Communications, doi: 10.1109/TCOMM.2024.3395319. (SCI, JCR Q1)
  3. Chong Zheng, Yongming Huang*, Cheng Zhang, Quek Tony, "Learning for Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network," IEEE Transactions on Vehicular Technology, Accepted, 2024. (SCI, JCR Q1)
  4. Chunmei Xu, Cheng Zhang*, Yongming Huang*, Dusit Niyato, "Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks," IEEE Internet of Things Journal, Accepted, 2024. (SCI, JCR Q1)
  5. Cheng Zhang*, Chang Liu, Yindi Jing, Minjie Ding, and Yongming Huang*, "Interleaved Training for Massive MIMO Downlink via Exploring Spatial Correlation," IEEE Transactions on Wireless Communications, vol. 23, no. 8, pp. 8896-8909, Aug. 2024. (SCI, JCR Q1)
  6. Cheng Zhang*, Pengguang Du, Minjie Ding, Yindi Jing, and Yongming Huang*, "Joint Port Selection Based Channel Acquisition for FDD Cell-Free Massive MIMO," IEEE Transactions on Communications, vol. 72, no. 6, pp. 3572-3586, June 2024. (SCI, JCR Q1)
  7. Jin Li*, Jie Wu, Cheng Zhang, Qi Sun, Yongming Huang* and Xiaohu You, "Hierarchical intelligent radio access network slicing for differential service level agreement guaranteeing," IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2023.3318311.
  8. Cheng Zhang*, Xiaojin Zhang, Lan Wei, Qinzhen Xu, Yongming Huang* and Wei Zhang, "Intelligent distributed beam selection for cell-free massive MIMO hybrid precoding," Communications Letters, doi: 10.1109/LCOMM.2023.3317312. (SCI, JCR Q2)
  9. Cheng Zhang*, Leming Chen, Lujia Zhang, Yongming Huang* and Wei Zhang, "Incremental collaborative beam alignment for millimeter wave cell-free MIMO systems," IEEE Transactions on Communications, doi: 10.1109/TCOMM.2023.3306889. (SCI, JCR Q1)
  10. Cheng Zhang, Xiao Miao, Yongming Huang*, Lvxi Yang and Lan Tang, "Performance of multi-antenna proactive eavesdropping in 5G uplink systems," IEEE Transactions on Wireless Communications, 22 (9): 6078-6091, Sept. 2023. (SCI, JCR Q1)
  11. Zheng Wang*, Robert M. Gower, Cheng Zhang, Shanxiang Lyu, Yili Xia and Yongming Huang, "A statistical linear precoding scheme based on random iterative method for massive MIMO systems," IEEE Transactions on Wireless Communications, 21 (12): 10115-10129, Dec. 2022. (SCI, JCR Q1)
  12. Yi Jia, Cheng Zhang*, Yongming Huang* and Wei Zhang, "Lyapunov optimization based mobile edge computing for Internet of vehicles systems," IEEE Transactions on Communications, 2022 (Early Access). (SCI, JCR Q1)
  13. Weiliang He, Cheng Zhang*, Yongming Huang* and Xiaohu You, "Intelligent optimization of base station array orientations via scenario-specific modeling," IEEE Transactions on Communications, 70 (3), 2117-2130. March, 2022. (SCI, JCR Q1)
  14. Hongxin Lin, Cheng Zhang*, Yongming Huang*, Rui Zhao and Luxi Yang, "Performance analysis of cache-enabled user association for hybrid heterogeneous cellular networks," IEEE Transactions on Communications, 70 (4), 2518-2531, April, 2022. (SCI, JCR Q1)
  15. Hongxin Lin, Cheng Zhang*, Yongming Huang*, Rui Zhao and Luxi Yang, "Performance of remote radio unit selection in millimeter-wave distributed antenna systems over fluctuating two-ray fading," IEEE Wireless Communications Letters, 11 (2), 235-239, Feb. 2022. (SCI, JCR Q1)
  16. Hongxin Lin, Cheng Zhang*, Yongming Huang*, Rui Zhao and Luxi Yang, "Fine-grained analysis on downlink LEO satellite-terrestrial mmWave relay networks," IEEE Wireless Communications Letters, 10 (9): 1871-1875. Sept. 2021. (SCI, JCR Q1)
  17. Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang*, Zhaohua Lu and Luxi Yang, "Multi-agent reinforcement learning based distributed transmission in collaborative cloud-edge systems," IEEE Transactions on Vehicular Technology, 70 (2): 1658-1672, Feb. 2021. (SCI, JCR Q1)
  18. Cheng Zhang, Yindi Jing, Yongming Huang, Xiaohu You, "Interleaved training for intelligent surface-assisted wireless communications", IEEE Signal Processing Letters, 27, 1774-1778. 2020. (SCI, JCR Q2)
  19. Cheng Zhang, Hongxin Lin, Yongming Huang, Luxi Yang, "Performance of integrated satellite-terrestrial relay network with relay selection and outdated CSI", IEEE Access, 8: 169652-169662. 2020. (SCI, JCR Q2)
  20. Yang Li, Cheng Zhang, Yixin Song, Yongming Huang*, "Enhanced beamspace MUSIC for cost-effective FMCW automotive radar", IET Radar, Sonar & Navigation, 14 (2): 257-267, Feb. 2020. (SCI, JCR Q3)
  21. Cheng Zhang, Mengde Cao, Yang Li, Yuqin Gong, Yongming Huang, "Velocity ambiguity resolution for wideband automotive millimeter wave radar: A carrier frequency multiplexing framework", Journal of Electromagnetic Waves and Applications, 34 (3), Feb. 2020. (SCI, JCR Q4)
  22. Cheng Zhang, Yindi Jing, Yongming Huang, Xiaohu You, "Massive MIMO with ternary ADCs", IEEE Signal Processing Letters, 27: 271-275, 2020. (SCI, JCR Q2)
  23. Cheng Zhang, Mengde Cao, Yuqin Gong, Yang Li, Yongming Huang, Haiming Wang, "Calibration of motional frequency spread for wide-band FMCW automotive millimeter-wave radar", IEEE Access, 8: 14355-14366, 2020. (SCI, JCR Q2)
  24. Wenzhe Fan, Cheng Zhang, Yongming Huang*, "Flat beam design for massive MIMO systems via Riemannian optimization", IEEE Wireless Communications Letters, 8 (1): 301-304. Feb. 2019. (SCI, JCR Q1)
  25. Muhammad Furqan, Wen Yan, Cheng Zhang, Shahid Iqbal, Qasim Jan, Yongming Huang*, "An energy-efficient collaborative caching scheme for 5G wireless network", IEEE Access, 156907-156916, 2019. (SCI, JCR Q2)
  26. Cheng Zhang, Yindi Jing, Yongming Huang*, Luxi Yang, "Performance analysis for massive MIMO downlink with low complexity approximate zero-forcing precoding", IEEE Transactions on Communications, 66 (9): 3848-3864. Sept. 2018. (SCI, JCR Q1)
  27. Cheng Zhang, Yindi Jing, Yongming Huang*, Luxi Yang, "Interleaved training and training based transmission design for hybrid massive antenna downlink", IEEE Journal of Selected Topics in Signal Processing, 12 (3): 541-556. June 2018. (SCI, JCR Q1)
  28. Yongming Huang*, Cheng Zhang, Jiaheng Wang, Yindi Jing, Luxi Yang, Xiaohu You, "Signal processing for MIMO-NOMA: present and future challenges", IEEE Wireless Communications, 25 (2): 32-38. April 2018. (SCI, JCR Q1, 导师一作)
  29. Muhammad Furqan, Cheng Zhang, Wen Yan, Abdul Shahid, Muhammad Wasim, Yongming Huang*, "A collaborative hotspot caching design for 5G cellular network," IEEE Access, 6: 38161-38170, 2018. (SCI, JCR Q2)
  30. Chunmei Xu, Riping Ye, Yongming Huang*, Shiwen He, Cheng Zhang, "Hybrid precoding for broadband millimeter-wave communication systems with partial CSI", IEEE Access, 50891-50900, 2018. (SCI, JCR Q2)
  31. Cheng Zhang, Yindi Jing, Yongming Huang*, Luxi Yang, "Performance scaling law for multicell multiuser massive MIMO", IEEE Transactions on Vehicular Technology, 66 (11): 9890-9903. Nov. 2017. (SCI, JCR Q1)
  32. Cheng Zhang, Yongming Huang*, Yindi Jing, Luxi Yang, "Energy efficient beamforming for massive MIMO public channel", IEEE Transactions on Vehicular Technology, 66 (11): 10595-10600. Nov. 2017. (SCI, JCR Q1) [Simulation Codes]
  33. Cheng Zhang, Jing Zhang, Yongming Huang*, Luxi Yang, "Location-aided channel tracking and downlink transmission for HST massive MIMO systems", IET Communications, 11 (13): 2082-2088. Sept. 2017. (SCI, JCR Q4)
  34. Cheng Zhang, Yongming Huang*, Yindi Jing, Shi Jin, Luxi Yang, "Sum-rate analysis for massive MIMO downlink with joint statistical beamforming and user scheduling", IEEE Transactions on Wireless Communications, 16 (4): 2181 - 2194. April 2017. (SCI, JCR Q1)

主要会议论文

  1. Yuxuan Li, Cheng Zhang, Yongming Huang and Qingbi Zheng, "Optimization of broadcast beams in massive MIMO: Learning from A digital twin," 2023 IEEE Globecom Workshops (GC Wkshps), Kuala Lumpur, Malaysia, 4-8 Dec. 2023. (EI会议)
  2. Wang Chenyang, Cheng Zhang, Fan Meng, Yongming Huang, "Traffic-aware hierarchical beam selection for cell-free massive MIMO", 2023 International Conference on Wireless Communications and Signal Processing (WCSP), Hangzhou, China, Nov. 2-4, 2023. (Best Paper Award, EI会议)
  3. Yetian Cao, Yi Jia, Cheng Zhang, Jie Wu and Yongming Huang, "Hierarchical intelligence enabled joint RAN slicing and MAC scheduling for SLA guarantee," 2023 IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, 4-8 Dec. 2023. (EI会议)
  4. Weiliang He, Cheng Zhang, Juan Deng, Qingbi Zheng, Yongming Huang and Xiaohu You, "Conditional generative adversarial network aided digital twin network modeling for massive MIMO optimization," 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023. (Best Paper Award, EI会议)
  5. Cheng Zhang, Mengzhe Wang, Weiliang He, Lujia Zhang and Yongming Huang, "Channel beam pattern extension for massive MIMO via deep gaussian process regression," IEEE/CIC International Conference on Communications in China (ICCC), Xiamen, China, July 2021. (EI 会议, Invited Paper)
  6. Hongxin Lin, Cheng Zhang, Yongming Huang, Rui Zhao and Luxi Yang, "Downlink outage analysis of integrated satellite-terrestrial relay network with relay selection and outdated CSI," IEEE Vehicular Technology Conference (Spring), Helsinki, Finland, 25-28, April 2021. (EI 会议)
  7. Weiliang He, Cheng Zhang and Yongming Huang, "Data-driven adaptive control of array orientation in massive MIMO base station", IEEE International Conference on Wireless Communications & Signal Processing (WCSP), Nanjing, China, 21-23 Oct. 2020. (EI 会议)
  8. Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang and Luxi Yang, "Joint user scheduling and beam selection in mmWave networks based on multi-agent reinforcement learning", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hangzhou, China, 8-11 June 2020. (EI 会议)
  9. Yixin Song, Yang Li, Cheng Zhang, Yongming Huang, "Data driven low-complexity DOA estimation for ultra-short range automotive radar", IEEE International Workshop on Signal Processing Systems (SiPS), Nanjing, 20-23 Oct. 2019. (EI 会议)
  10. Hongxin Lin, Cheng Zhang, Yongming Huang, Rui Zhao, Luxi Yang, "User association for cache enabled millimeter wave ultra dense downlink networks", IEEE/CIC International Conference on Communications in China (IEEE/CIC ICCC), Changchun, China, 11-13 Aug. 2019. (EI 会议)
  11. Weiliang He, Cheng Zhang, Yongming Huang, "Interleaved training codebook design for millimeter-wave communication system", IEEE/CIC International Conference on Communications in China (IEEE/CIC ICCC), Beijing, China, Aug. 2018. (EI 会议)
  12. Cheng Zhang, Yindi Jing, Yongming Huang, Luxi Yang, "Low complexity approximate zero-forcing precoding for massive MIMO downlink", IEEE International Conference on Communications (ICC), Kansas City, USA, May 2018. (EI 会议)
  13. Cheng Zhang, Yindi Jing, Yongming Huang, Luxi Yang, "Performance of interleaved training for single user hybrid massive antenna downlink", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018. (EI 会议)
  14. Jianjun Zhang, Yongming Huang, Cheng Zhang, Shiwen He, Ming Xiao, Luxi Yang, "Cooperative multi-subarray beam training in millimeter wave communication systems", IEEE Global Communications Conference (GLOBECOM), Singapore, 4-8 Dec. 2017. (EI 会议)
  15. Minhua Su, Yongming Huang, Cheng Zhang, Jianjun Zhang, Yuanjie Li, "Hybrid precoder design for millimeter wave systems based on geometric construction", IEEE Global Communications Conference (GLOBECOM), Singapore, 4-8 Dec. 2017. (EI 会议)
  16. Cheng Zhang, Yindi Jing, Yongming Huang, Luxi Yang, "Comprehensive scaling law for single-cell massive MIMO with MRT", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sapporo, Japan, July 2017. (EI 会议)
  17. Wei Huang, Zhaohua Lu, Cheng Zhang, Yongming Huang, Shi Jin, Luxi Yang, "Beam-blocked compressive channel estimation for FDD massive MIMO systems", IEEE Wireless Communications and Networking Conference (WCNC), Doha, 3-6 April 2016. (EI 会议)
  18. Cheng Zhang, Zhaohua Lu, Yindi Jing, Yongming Huang, Luxi Yang, "Statistical beamforming for FDD massive MIMO downlink systems", IEEE/CIC International Conference on Communications in China (IEEE/CIC ICCC), Shenzhen, China, Nov. 2015. (EI 会议, Invited Paper)
  19. Jing Zhang, Cheng Zhang, Yongming Huang, Luxi Yang, "Statistical massive MIMO design based on uplink eigenspace tracking", IEEE International Conference on Wireless Communications & Signal Processing (WCSP), Nanjing, China, Oct. 2015. (EI 会议)
  20. Shidang Li, Chunguo Li, Yongming Huang, Yi Wang, Dongming Wang, Cheng Zhang, Luxi Yang, "An efficient interference mitigating scheme for cognitive radio networks: From the perspective of space pooling." IEEE International Conference on Wireless Communications & Signal Processing (WCSP), Nanjing, China, Oct. 2015. (EI 会议)

主要发明专利

  1. 黄永明、胡梓炜、陆昀程、俞菲、张铖，一种基于深度学习的毫米波安全混合波束成形方法，国内发明专利，申请号：ZL2022105177939，申请日：2022.05.12，授权日：2024.04.05
  2. 张铖、徐琴珍、何梦晴、张筱进、黄永明、杨绿溪，面向大规模MIMO统计端口选择的波束域信道增广方法, 国内发明专利，申请号：ZL2022104314286, 申请日：2022.04.22，授权日：2024.03.12
  3. 张铖、徐琴珍、张筱进、何梦晴、黄永明、杨绿溪，一种无蜂窝大规模MIMO智能分布式波束选择方法, 国内发明专利，专利号：ZL202210353306X, 申请日：2022.04.06，授权日：2024.02.09
  4. 张铖、黄永明、王梦哲、丁敏捷、杜鹏广，一种FDD无蜂窝MIMO系统的联合端口选择反馈方法，国内发明专利，申请号：ZL2022104534214, 申请日：2022.04.27，授权日：2024.03.12
  5. 张铖、黄永明、陈乐明、张璐佳、俞菲，基于宽学习的毫米波MIMO基站协作波束选择方法，国内发明专利，专利号：ZL2022110576731，申请日：2022.08.31，授权日：2024.01.02
  6. 巢玉坚、李洋、刘鸿斌、张影、王彦波、袁逸凡、周子纯、戴铁潮、毕善钰、于佳、宋乐乐、汤辉、黄永明、张铖，一种基于深度学习模型的电力巡检方法及装置, 国内发明专利，专利号：ZL2021107526728, 申请日：2021.07.02，授权公告日：2023.10.24
  7. 黄永明、李进、张铖、尤肖虎，网络切片动态配置方法、装置、电子设备及存储介质，国内发明专利，专利号：ZL2021103364809，申请日：2021.03.29，授权日：2023.07.28
  8. 张铖、黄永明、俞菲、张璐佳、陈乐明，一种基于宽学习的毫米波MIMO用户增量协作波束选择方法，国内发明专利，专利号：ZL2022104748637, 申请日：2022.04.29，授权日：2023.05.05
  9. 李兰兰、易云山、张铖、尤肖虎、黄永明，无线网络的交互方法、装置、设备及存储介质，国内发明专利，专利号：ZL2020112064758，申请日：2020.11.02，授权公告日：2023.04.25
  10. 李兰兰、张铖、黄永明、尤肖虎，功率控制方法、装置及存储介质，国内发明专利，专利号：ZL2022111703096，申请日：2022.09.26，授权日：2022.11.15
  11. 李兰兰、张铖、黄永明、尤肖虎，资源调度的方法及装置, 国内发明专利，专利号：ZL2022105262113, 申请日：2022.5.16，授权日：2022.08.02
  12. 黄永明、林鸿鑫、张铖、朱建月，一种适用于异构通信网络的缓存使能用户关联方法，国内发明专利，专利号：ZL202110545953.6, 申请日：2021.05.19，授权公告日：2022.12.09
  13. 黄永明、曹孟德、宫玉琴、张铖、王海明，一种车载毫米波雷达线性调频连续波运动频率扩展校正方法, 国内发明专利，专利号：ZL201910170757.8，申请日：2019.03.07，授权日：2022.11.04
  14. 黄永明、宋依欣、曹孟德、张铖、王海明，一种适用于短距离车载雷达的测角补偿方法，国内发明专利，专利号：ZL201811540904.8，申请日：2018.12.17，授权日：2022.09.30
  15. 黄永明、曹孟德、宋依欣、张铖、王海明，一种双模式汽车探测毫米波雷达帧结构及其设计方法，国内发明专利，专利号：ZL201811562087.6，申请日：2018.12.20，授权日：2022.09.27
  16. 黄永明、吴珩、张征明、张铖、葛瑶，一种多小区大规模MIMO通信智能功率分配方法, 国内发明专利，专利号：ZL202110505185.1, 申请日：2021.05.10，授权日：2022.07.26
  17. 黄永明、何伟梁、葛瑶、张铖、王梦哲、尤肖虎，一种面向无线通信网络优化的信道波束图样拓展方法，国内发明专利，专利号：ZL202110102629.7, 申请日：2021.01.25，授权日：2022.07.12
  18. 黄永明、曹孟德、刘晨文、张铖、王海明，一种基于信号复用的宽带车载毫米波雷达解速度模糊方法, 国内发明专利，专利号：ZL201910353648.X，申请日：2019.04.29，授权日：2022.07.22
  19. 黄永明、宋依欣、张铖、李杨、王海明，一种基于滑窗的连续帧联合速度解模糊方法，国内发明专利，专利号：ZL201910445882.5，申请日：2019.05.27，授权日：2022.06.17
  20. 黄永明、宋依欣、李杨、张铖、王海明，一种基于干扰消除的自适应恒虚警检测方法，国内发明专利，专利号：ZL202010347124.2，申请日：2020.04.27，授权日：2022.04.15
  21. 黄永明、葛瑶、何伟梁、张铖、吴珩 ，一种基于深度强化学习的智能通信波束碰撞避免方法, 国内发明专利，专利号：ZL202110503924.3, 申请日：2021.05.10，授权日：2022.04.01
  22. 黄永明、李杨、王海明、张铖、宋依欣，一种适用于毫米波车载雷达的降维子空间测角方法，国内发明专利，专利号：ZL201910238433.3，申请日：2019.03.2，授权日：2022.03.18
  23. 黄永明、何伟梁 、吴珩、张铖、张璐佳、尤肖虎, 基于信道波束图样的网络智能优化方案及装置，国内发明专利，专利号：ZL202110139221.7，申请日：2021.02.02，授权日：2021.05.28
  24. 黄永明、苏敏华、章建军、张铖，一种基于几何构造的毫米波数字模拟混合预编码设计方法，国内发明专利，专利号：ZL201710342820.2，申请日：2017.05.16，授权日：2020.04.24
  25. 黄永明、张铖、姜波儿，一种适用于无线通信公共信道的数模混合波束成形方法，国内发明专利，专利号：ZL201710247572.3，申请日：2017.04.17，授权日：2020.04.24
  26. 黄永明、严鑫、王海明、张铖、何世文，一种变周期汽车防撞雷达帧结构及其设计方法，国内发明专利，专利号：ZL201610147143.4，申请日：2016.03.15，授权日：2018.06.19
  27. 黄永明、何世文、章建军、张铖、王海明，毫米波MIMO通信多子阵协作波束对准方法及装置，国内发明专利，专利号：ZL201610086442.1，申请日：2016.02.15，授权日：2018.09.21
  28. 黄永明、张静、张铖、杨绿溪，一种MIMO中基于上行特征向量的下行调度方法，国内发明专利，专利号：ZL201510886070.6，申请日：2015.12.04，授权日：2019.06.18

标准立项及提案

  1. 中国标准立项, 黄永明; 尤建洁; 孙奇; 张铖; 刘东杰; 易云山 ; 数据驱动的无线网络智能优化方法研究, SR 451-2023, 中国通信标准化协会, 2023.04.11
  2. 国际标准提案（已采纳），Interference Detection and Optimization, O-RAN.WG1.Use-Cases-Detailed-Specification, O-RAN Alliance, 2023.09.12
  3. 国家标准提案（已采纳），国标GB∕T 36469-2018 Q波段超高速无线局域网媒体访问控制和物理层规范，附录B（资料性附录）多子阵协作波束对准
  4. 国际标准提案（已提交），Model and data-driven beam predictions in high-speed railway scenarios, 3GPP, R1-2203255
  5. 国际标准提案（已提交），Enhancements on predictable mobility for beam management in high-speed railway scenarios, 3GPP, RP-211738

专著章节

  1. Cheng Zhang, Yongming Huang, Yili Xia. Millimeter Wave Channel Access. In: Shen X.., Lin X., Zhang K. (eds) Encyclopedia of Wireless Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-78262-1_113, ISBN: 9783319782614, 2020.
  2. Yongming Huang, Jianjun Zhang, Cheng Zhang, Ming Xiao. Millimeter Wave Beam Training and Tracking. In: Shen X.., Lin X., Zhang K. (eds) Encyclopedia of Wireless Networks. Springer, Cham. https://doi.org/10.1007/978-3-319-78262-1_112, ISBN: 9783319782614, 2020.

行业白皮书

  1. 无线数据知识图谱驱动的6G智能运维新技术，编制单位：紫金山试验室、东南大学、中兴通讯、华为等，2024，主要起草人
  2. 基于云网融合的6G关键技术，编制单位：中国电信、紫金山实验室，发布于2022年未来网络发展大会，主要起草人
  3. 基于数字孪生网络的6G无线网络自治，编制单位：中国移动通信有限公司研究院，2022，受邀参与编写