蔡东洪

发布时间:2023-12-05

个人信息


姓名: 蔡东洪

部门: 网络空间安全学院

性别: 男

职称: 讲师

学位: 博士

联系电话: https://www.caidonghong.com

电子邮箱: dhcai@jnu.edu.cn

办公地址: 校本部第二理工楼323



联系方式

Email:dhcai@jnu.edu.cn


个人简介

博士,讲师,硕士生导师,于2020年获得西南交通大学信息与通信工程专业工学博士学位,2017年国家留学基金委公派兰卡斯特大学、曼切斯特大学联合培养博士。近年来,在基于非正交多址的物联网信号传输与检测技术、面向去中心化的一致优化算法及稀疏信号处理技术等方面取得了创新性成果。目前在信号处理和通信领域发表SCI收录的顶级期刊论文20余篇,EI收录的IEEE国际会议论文10篇,主要发表期刊包括IEEE Transactions on CommunicationsIEEE Transactions on Vehicular TechnologyIEEE Signal Processing LettersIEEE Wireless Communications LettersGLOBECOMVTC-Spring等权威国际期刊/会议。申请/授权专利7项。现担任SCI期刊Phyisical Communication客座编辑。正在承担国家自然科学基金青年基金项目1项,西藏自治区科技重大专项课题1项,中国博士后基金面上项目1项,广州市自然科学基金项目1项,近五年作为主要研究人员参与多项科研项目,包括科技部,国家重点研发计划项目课题,国家自然科学基金面上项目、重点项目。


学习经历

2020年获得西南交通大学信息与通信工程专业工学博士学位(2015.9-2020.6),导师:范平志 (杰青,国家973项目首席科学家,IEEE Fellow),国家留学基金委公派联合培养博士(2017.10-2018.10),英国兰卡斯特大学、曼切斯特大学,国外导师:Zhiguo Ding (IEEE Fellow),2015年获得基础数学专业理学硕士学位(2012.9-2015.6),导师:叶建军&范小明,于2012年获得数学与应用数学专业理学学士学位(2008.9-2012.6)。主要研究方向包括智能安全通信、隐私保护、无线大数据安全、物联网信息安全、分布式隐私计算、语义通信等。


工作经历

2020.7.16- 至今 暨南大学网络空间安全学院,讲师,硕士生导师


研究方向

智能安全通,物联网信息安全,无线大数据安全,语义通信,通感一体化设计,大规模信号检测等,详见个人主页:https://www.caidonghong.com

招生意向

认真,踏实,数学功底扎实,有MatlabC++Python编程基础


主要论文

代表性(部分)论文(详见 https://www.caidonghong.com):


[18] Y. Guo, F. Fang, D. Cai and Z. Ding, Energy-Efficient Design for a NOMA Assisted STAR-RIS Network With Deep Reinforcement Learning, IEEE Transactions on Vehicular Technology, 2022, doi: 10.1109/TVT.2022.3224926.

[17] M. Qiu, K. Cao, D. Cai, Z. Dong and Y. Cui, Low-Complexity Joint Estimation for Asynchronous Massive Internet of Things: An ADMM Approach, 2022 2nd International Conference on Intelligent Technology and Embedded Systems (ICITES), 2022, pp. 13-20.(最佳论文奖)

[16] D. Cai, P. Fan, Q. Zou, Y. Xu, Z. Ding and Z. Liu, Active device detection and performance analysis of massive non-orthogonal transmissions in cellular Internet of Things, Science China information sciences, 2022, 65: 182301.

[15] N. Gao, L. Liang, D. Cai, X. Li and S. Jin, Coverage Control for UAV Swarm Communication Networks: A Distributed Learning Approach, IEEE Internet of Things Journal, vol. 9, no. 20, pp. 19854-19867, 15 Oct.15, 2022.

[14] L. Yu, Z. Liu, M. Wen, D. Cai, S. Dang, Y. Wang and P. Xiao, Sparse Code Multiple Access for 6G Wireless Communication Networks: Recent Advances and Future Directions, IEEE Communications Standards Magazine, vol. 5, no. 2, pp. 92-99, June 2021.

[13] Y. Xu, C. Shen,D. Cai and G. Zhu, Latency Constrained Packets Scheduling With Hybrid Multiple Access, IEEE Transactions on

Vehicular Technology, vol. 69, no. 10, pp. 12312-12316, Oct. 2020.

[12] Q.Zou, H. Zhang, D. Caiand H. Yang, A Low Complexity Joint User Activity, Channel and Data Estimation for Grant-Free

Massive MIMO Systems, IEEE Signal Processing Letters, vol. 27, pp. 1290-1294, 2020.

[11] Y. Xu,D. Cai, F. Fang, Z. Ding, C. Shen and G. Zhu,Outage Constrained Power Efficient Design for Downlink NOMA Systems with Partial HARQ, IEEE Transactions on Communications, vol. 68, no. 8, pp. 5188-5201, Aug. 2020.

[10] Q. Zou, H. Zhang,D. Caiand H. Yang, Message Passing Based Joint Channel and User Activity Estimation for Uplink Grant-Free Massive MIMO Systems With Low-Precision ADCs, IEEE Signal Processing Letters, vol. 27, pp. 506-510, 2020.

[9] D. Cai,Y. Xu, F. Fang, Z. Ding and P. Fan, On the Impact of Time-Correlated Fading for Downlink NOMA, IEEE Transactions on Communications, vol. 67, no. 6, pp. 4491-4504, June 2019.

[8] Y. Xu,D. Cai, Z. Ding, C. Shen and G. Zhu, Average Power Minimization for Downlink NOMA Transmission with Partial HARQ, 2018 IEEE Globecom Workshops (GC Wkshps), Abu Dhabi, United Arab Emirates, 2018, pp. 1-5.

[7]Y. Xu,D. Cai, F. Fang, Z. Ding, C. Shen and G. Zhu, Outage Analysis and Power Allocation for HARQ-CC Enabled NOMA Downlink Transmission, 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates, 2018, pp. 1-6.

[6] D. Cai, Y. Xu, F. Fang, S. Yan and P. Fan, Outage Probability of NOMA with Partial HARQ Over Time-Correlated Fading Channels, 2018 IEEE Globecom Workshops (GC Wkshps), Abu Dhabi, United Arab Emirates, 2018, pp. 1-6.

[5] D. Cai,Z. Ding, P. Fan and Z. Yang, On the Performance of NOMA With Hybrid ARQ, IEEE Transactions on Vehicular Technology, vol.67,no. 10, pp. 10033-10038, Oct. 2018.

[4] L. Yu, P. Fan, D. Cai andZ. Ma, Design and Analysis of SCMA Codebook Based on Star-QAM Signaling Constellations, IEEE Transactions on Vehicular Technology, vol. 67, no.11, pp. 10543-10553, Nov. 2018.3

[3] D. Cai, J. Wu, J. Yang and P. Fan, Optimum Spectral and Energy Efficiency Tradeoff in Two-User Gaussian Interference Channel, IEEE Wireless Communications Letters, vol.7, no. 3, pp.468-471, June 2018.2

[2] D. Cai,P. Fan and P. T. Mathiopoulos, A Tight Lower Bound for the Symbol Error Performance of the Uplink Sparse Code Multiple Access, IEEE Wireless Communications Letters, vol. 6, no. 2, pp. 190-193, April 2017.

[1]D. Cai, P. Fan, X. Lei, Y. Liu and D. Chen, Multi-Dimensional SCMA Codebook Design Based on Constellation Rotation and Interleaving, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring), Nanjing, 2016, pp. 1-5.


承担课题

一、基金项目情况


1.国家自然科学基金-青年基金项目:基于非正交多址接入的大规模物联网信号传输与检测方法研究,项目批准号:620011902021.1-2023.12,在研,主持

2.西藏自治区科技重大专项课题:面向西藏地区复杂环境下分布式物联网的鲁棒联邦学习关键技术研究,课题编号:XZ202201ZD0006G022022.10-2025.9,在研,主持(课题负责人)

3.广州市科技计划项目,超大规模天线阵列下非正交传输系统的信号估计算法与安全预编码研究,项目编号:2022010102002022.4-2024.3,在研,主持


二、学术服务


1. 目前担任SCI期刊 Physical communication 客座编辑,主办主题“Massive Communication and Intelligent Computing: Emerging Trends and Challenges”专刊,包括大规模无线数据处理、智能计算、物联网信号处理等研究课题,欢迎投稿:https://www.sciencedirect.com/journal/physical-communication/about/call-for-papers


2. 目前担任期刊Frontiers in Communications and Networks客座编辑,主办“Integration of Communication and Computing Networks for 6G”专刊,包括6G智能通信、分布式计算、联邦学习等通信-计算一体化相关课题,欢迎投稿:https://www.frontiersin.org/research-topics/30828/integration-of-communication-and-computing-networks-for-6g


  1. IEEE Trans. on Wireless Communications, IEEE Trans. on Communications, IEEE Trans. on Vehicular Technology, IEEE Comm. Letter, IEEE Wireless Communications, IEEE Access, Physical Communication,中国科学(信息科学),中国通信等期刊审稿人


发明专利

详见:https://www.caidonghong.com/


讲授课程

主讲课程(详见https://www.caidonghong.com):

1.《网络安全》

2.《信息安全数学基础》

3.《线性代数》