蒋雁翔

发布者:沈如达发布时间:2018-04-23浏览次数:13416


职称:副教授,博士生导师

办公室:无线谷A11217

Emailyxjiang@seu.edu.cn

已指导学生在通信领域国际顶刊顶会上发表高水平学术论文数十篇、申请/授权国家发明专利数十项、以及获得多种奖励荣誉。欢迎感兴趣的同学联系攻读硕士、博士学位,欢迎优秀本科生加入课题组参与SRTP项目、竞赛、本科毕设、以及接受科研锻炼。

学习经历:

2014/1-2014/12,美国马里兰大学帕克分校,电子与计算机工程系,访问学者,合作导师:Prof. K. J. Ray LiuIEEE PresidentDistinguished University   Professor @University of Maryland

2003/9-2007/4,东南大学,信息科学与工程学院,通信与信息系统专业,博士(提前攻博),东南大学优秀博士学位论文,导师:尤肖虎教授

2001/9-2003/8,东南大学,无线电工程系,通信与信息系统专业,硕士,导师:尤肖虎教授

1995/9-1999/7,南京大学,电子科学与工程系,电子学与信息系统专业,本科,南京大学优秀毕业生

工作经历:

2007/5-至今,东南大学,移动通信国家重点实验室

教授课程:

信息传输理论与技术(研讨)本科生专业课(本课程为信息科学专业基础课程,建立学生对信息和信息传输的概念及基本原理的理解,为后续的通信与信号处理的各门专业课奠定扎实的理论基础)

现代无线通信系统本科生通识课(通过本课程的学习,使学生掌握现代无线通信的基本原理,了解现代传输技术在无线通信系统中的应用及目前无线通信技术发展的概况)

科技写作研究生课程(本课程旨在培养学生规范而有效的科技写作能力,达到交流学术思想和传播科研成果的目的,通过本门课程的学习,将使学生能够运用准确、鲜明、简练、生动的语言撰写出高质量的科技论文)

研究方向:

人工智能在移动通信中的应用、6G移动通信理论与关键技术、面向“双碳”战略的6G超低能耗移动通信理论与关键技术、6G超低时延超高可靠大规模无线传输理论与关键技术、无线大数据智能通信理论与关键技术、移动边缘智能理论与关键技术等

获奖情况:

[1]    2019,所指导的研究生刘强发表国际顶刊论文入选ESI高被引论文(1%

[2]    2019,所指导的研究生李鹏获得“中兴通讯公司级优秀毕业生”(0.1%

[3]    2018,所指导的研究生陈璇获得“中国研究生数学建模大赛”一等奖(1%)、“华为专项奖”(0.1%)和“最佳数模报告奖”(0.01%

[4]    2019,所指导的本科生夏骋宇获得“江苏省优秀本科毕业设计”(1%

[5]    2019,“孙庆云创新奖教金”一等奖

[6]    2019,东南大学优秀共产党员

[7]    2021ESI热点论文Engineering学术领域同一出版年最优秀的前0.1%之列):

Xiaohu   You, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Zaichen Zhang, Mao Wang, Yongming   Huang, Chuan Zhang, Yanxiang Jiang, et al., “Towards 6G wireless   communication networks: Vision, enabling technologies, and new paradigm   shifts,” Science China Information   Sciences, vol. 64, pp. 1-74, Jan. 2021.

[8]    2019ESI高被引论文Engineering学术领域同一出版年最优秀的前1%之列):

Yanxiang Jiang, Qiang Liu, Fuchun Zheng, Xiqi Gao, and Xiaohu You,   “Energy efficient joint resource allocation and power control for D2D   communications,” IEEE Transactions   on Vehicular Technology, vol. 65, no. 8, pp. 6119-6127, Aug.   2016.

论文著作:

联合指导教师:

1Prof. Mehdi Bennis(芬兰奥卢大学国际著名青年学者,IEEE   Fellow, IEEE Fred W. Ellersick Prize获奖者,2020 Clarviate Highly Cited Researcher by the Web of   Science;

2Prof. Dusit   Niyato(新加坡南洋理工大学国际著名青年学者,IEEE Fellow, IEEE Fred W. Ellersick Prize获奖者,IEEE Communications Surveys   and Tutorials主编)。

 

IEEE高级会员,中国通信学会高级会员,担任国际期刊IEEE   AccessWireless Communications and Mobile ComputingEURASIP Journal on Wireless   Communications and NetworkingFrontiers in Communications and Networks编委(Associate Editor),担任IEEE VTC 2022-Fall Track ChairIEEE VTC 2016-Spring Local Patronage   and Exhibits Chair,长期担任IEEE TCOMTWCTVTJSACJSTSPWCLCL等国际一流期刊的审稿人以及IEEE ICCGLOBECOMWCNCVTCPIMRCSPAWC等国际主流会议的技术委员会委员。

 

IEEE   Transactions on CommunicationsIEEE Transactions on Wireless CommunicationsIEEE Transactions on   Vehicular TechnologyIEEE Transactions on Mobile Computing等通信领域国际顶级期刊和IEEE ICCGLOBECOM等通信领域国际顶级会议上已发表SCI/EI学术论文近100篇、已申请/授权国际国内发明专利63项,已有多篇论文入选“ESI1%高被引论文Engineering学术领域同一出版年最优秀的前1%之列),研究成果获国内外同行广泛引用与评价。

 

新近发表的代表性期刊论文:(*代表通信作者和本篇论文的指导教师

[1]Yunwei Tao, Yanxiang Jiang*,   Fu-Chun Zheng, Pengcheng Zhu, Dusit Niyato, and Xiaohu You, “Content   Popularity PredictionBased   on Quantized Federated Bayesian Learning in Fog  Radio   Access Networks,” under review in IEEE Transactions onCommunications.

[2]Yanxiang Jiang*, Min   Zhang, Fu-Chun Zheng, Yan Chen, Mehdi Bennis, and Xiaohu You, “A Federated   Reinforcement Learning Method with Quantization for Cooperative Edge Caching   in Fog Radio Access Networks,” under review in IEEE Journal on Selected Areas in   Communications.

[3]Yanxiang Jiang*, Jie   Yan, Min Zhang, Fu-Chun Zheng, and Mehdi Bennis, “Joint Edge Caching and   Content Recommendation in Fog-RANs via Deep Reinforcement Learning,” under   review in IEEE Transactions   on Vehicular Technology.

[4]Yanxiang Jiang*, Bao   Wang, Fu-Chun Zheng, Mehdi Bennis, and Xiaohu You, “Joint MDS Codes and   Weighted Graph Based Coded Caching in Fog Radio Access Networks,”  early access in IEEE Transactions on Wireless Communications.

[5]Yanxiang Jiang*,   Yuting Wu, Fu-Chun Zheng, Mehdi Bennis, and Xiaohu You, “Federated Learning   Based Content Popularity Prediction in Fog Radio Access Networks,” early   access in IEEE Transactions   on Wireless Communications.

[6]Yanxiang Jiang*,   Xuan Chen, Fu-Chun Zheng, Dusit Niyato, and Xiaohu You, “Brain Storm   Optimization-Based Edge Caching in Fog Radio Access Networks,” IEEE Transactions on Vehicular Technology, vol.   70, no. 2, pp. 1807-1820, Feb. 2021.

[7]  Yanxiang   Jiang*,   Chaoyi Wan, Meixia Tao, Fu-Chun Zheng, Pengcheng Zhu, Xiqi Gao, and Xiaohu   You, “Analysis and Optimization of Fog Radio Access Networks with Hybrid   Caching: Delay and Energy Efficiency,” IEEE Transactions on Wireless Communications, vol. 20, no.   1, pp. 69-82, Jan. 2021.

[8]  Xiaohu   You, Cheng-Xiang Wang, Jie Huang, Xiqi Gao, Zaichen Zhang, Mao Wang, Yongming   Huang, Chuan Zhang, Yanxiang Jiang, et al., “Towards 6G wireless   communication networks: Vision, enabling technologies, and new paradigm   shifts,” Science China Information   Sciences, vol. 64, pp. 1-74, Jan. 2021. [ESI热点论文(Hot Paper, top 0.1%)]

[9]  Yanxiang   Jiang*,   Hui   Ge, Chaoyi Wan, Baotian Fan, and Jie Yan, “Pricing-Based   Edge Caching Resource Allocation in Fog Radio Access Networks,” Intelligent and Converged Networks,   vol. 1, no. 3, pp. 221-223, Dec. 2020.

[10]    Yanxiang Jiang*,   Haojie Feng, Fu-Chun Zheng, Dusit Niyato, and Xiaohu You, “Deep   Learning-Based Edge Caching in Fog Radio Access Networks,” IEEE Transactions on Wireless   Communications, vol. 19, no. 12, pp. 8442-   8454, Dec. 2020.

[11]    Yanxiang Jiang*,   Aoao   Peng, Chaoyi Wan, Ying Cui, Xiaohu You, Fu-Chun Zheng,   and Shi Jin, “Analysis and Optimization on Cache-enabled Fog Radio Access   Networks: Successful Transmission Probability, Fractional Offloaded Traffic   and  Delay,”IEEE Transactions on Vehicular Technology, vol. 69, no. 5,   pp. 5219-5231, May 2020.

[12]    Yanxiang Jiang*,   Yabai   Hu, Mehdi Bennis, Fu-Chun Zheng, and Xiaohu You, “A   Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks,”  IEEE   Transactions on Communications, vol. 68, no. 3,   pp. 1567-1580, Mar. 2020.

[13]    Yanxiang Jiang*,Wenlong   Huang, Mehdi Bennis, and  Fu-Chun   Zheng, “Decentralized asynchronous coded caching design and performance   analysis in fog radio access networks,”IEEE Transactions on Mobile Computing, vol.   19, no.3,  pp. 540-551, Mar. 2020.

[14]    Yanxiang Jiang*, Xiaoting Cui, Mehdi   Bennis, Fu-Chun Zheng, Baotian Fan, and Xiaohu You, “Cooperative Caching   in Fog Radio Access Networks: A Graph-based Approach,” IET Communications, vol.   13, no. 20, pp. 3519-3528, Nov. 2019.

[15]    Yanxiang Jiang*,Peng Li, Zhiguo   Ding, Fu-Chun Zheng, Miaoli Ma, and Xiaohu You, “Joint transmitter and   receiver design for pattern division multiple access,” IEEE Transactions on Mobile Computing, vol. 18, no. 4, pp. 885-895, Apr. 2019. 

[16]    Yanxiang Jiang*,Hui   Ge, Mehdi Bennis,Fu-Chun Zheng,   and Xiaohu You, “Power control via stackelberg game for small-cell   networks,” Wireless   Communications and Mobile Computing, vol. 2019, pp. 1-10,   Mar. 2019.

[17]    Yanxiang Jiang*,Miaoli   Ma, Mehdi Bennis,Fu-Chun Zheng,   and Xiaohu You, “User preference learning based edge caching for fog radio   access network,” IEEE   Transactions on Communications, vol. 67, no. 2, pp. 1268-1283,   Feb. 2019. [Google Scholar被引113]

[18]  Wanli   Wen, Ying Cui, Fu-Chun Zheng, Shi Jin, and Yanxiang Jiang, “Enhancing   Performance of Random Caching in Large-Scale Heterogeneous Wireless Networks   with Random Discontinuous Transmission,” IEEE Transactions on Communications, vol. 66, no.   12, pp. 6287-6303, Dec. 2018.

[19]  Wanli   Wen, Ying Cui, Fu-Chun Zheng, Shi Jin, and Yanxiang Jiang, “Random   caching based cooperative transmission in heterogeneous wireless   networks,” IEEE Transactions   on Communications, vol. 66, no. 7, pp. 2809-2825, Jul.   2018. 

[20]    Yanxiang Jiang*,   Ningning Lu, Yan Chen, Fuchun Zheng, Mehdi Bennis, Xiqi Gao, and Xiaohu You,   “Energy efficient noncooperative power control in small-cell networks,”IEEE Transactions on   Vehicular Technology,   vol. 66, no. 8, pp. 7540-7547, Aug. 2017.

[21]    Yanxiang Jiang*,   Qiang Liu, Fuchun Zheng, Xiqi Gao, and Xiaohu You, “Energy efficient joint   resource allocation and power control for D2D communications,” IEEE Transactions on Vehicular Technology, vol.   65, no. 8, pp. 6119-6127, Aug. 2016. [ESI高被引论文(Highly Cited Paper, top 1%)]

 

新近发表的代表性会议论文:(*代表通信作者和本篇论文的指导教师)

[ICCGLOBECOM为通信领域两大旗舰国际会议]

[1]  Yu   Wang,Yanxiang Jiang*,   Fu-Chun Zheng,Dusit Niyato,   and Xiaohu You, “Cooperative Edge Caching via  Federated   Deep Deterministic Policy Gradient Learning in Fog-RANs,” under   review in IEEEGLOBECOM 2022.

[2]  Baotian   Fan,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “Security-aware Cooperative Caching in Fog Radio Access   Networks,” under review in IEEEGLOBECOM 2022.

[3]  Lingling   Zhang, Yanxiang Jiang*, Fu-Chun Zheng, Mehdi Bennis, and Xiaohu You,   “Computation Offloading and Resource Allocation in F-RANs: A Federated Deep   Reinforcement Learning Approach,” IEEEICC 2022 Workshop,   May 2022, pp. 1-6.

[4]  Yingqi   Chen,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “Coded Caching via Federated Deep Reinforcement Learning in   Fog Radio Access Networks,” IEEEICC 2022 Workshop,May   2022, pp. 1-6.

[5]  Zhiheng   Wang,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “Content Popularity Prediction in  Fog-RANs:   A Clustered Federated Learning Based  Approach,” IEEEICC 2022,May   2022, pp. 1-6.

[6]  Qi   Chang,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “Cooperative Edge Caching via Multi Agent Reinforcement   Learning in Fog Radio  Access Networks,” IEEEICC 2022,May   2022, pp. 1-6.

[7]  Qianli   Tan,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “MDS Codes Based Group Coded Caching in Fog Radio Access   Networks,” IEEEICC 2022,May   2022, pp. 1-6.

[8]  Baotian   Fan,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi Bennis,   and Xiaohu You, “Social-aware Cooperative Caching in Fog Radio Access   Networks,” IEEEICC 2022,May   2022, pp. 1-6.

[9]  Yunwei   Tao, Yanxiang Jiang*, Fu-Chun Zheng, Mehdi Bennis, and Xiaohu   You, “Content Popularity Prediction in Fog-RANs: A Bayesian Learning   Approach,” IEEEGLOBECOM 2021, Dec. 2021,   pp. 1-6.

[10]  Min   Zhang, Yanxiang Jiang*, Fu-Chun Zheng, Mehdi Bennis, and Xiaohu   You, “Cooperative Edge Caching via Federated Deep Reinforcement Learning in   Fog-RANs,” IEEE ICC 2021   Workshop,Jun. 2021, pp.   1-6.

[11]  Xuan   Chen,Yanxiang Jiang*, Baotian Fan, Fu-Chun Zheng, Dusit Niyato,   and Xiaohu You, “Hierarchical Cooperative Caching in Fog Radio Access   Networks: A Brain Storm Optimization Approach,” IEEE GLOBECOM 2020, Dec. 2020, pp. 1-6.

[12]  Yuting   Wu,Yanxiang Jiang*,   Mehdi Bennis, Fu-Chun Zheng, Xiqi Gao, and Xiaohu You, “Content Popularity   Prediction in Fog Radio Access Networks: A Federated Learning Based   Approach,” IEEE ICC 2020, Jun.   2020, pp. 1-6.

[13]  Jie   Yan,Yanxiang Jiang*,   Fu-Chun Zheng,F. Richard   Yu, Xiqi Gao, and Xiaohu You, “Distributed Edge Caching with   Content Recommendation in Fog Radio Access Network via Deep   Reinforcement Learning,” IEEE   ICC 2020 Workshop, Jun. 2020,pp.   1-6.

[14]  Bao   Wang,Yanxiang Jiang*,   Fu-Chun Zheng,Mehdi   Bennis, Xiqi Gao, and Xiaohu You, “Joint Redundant MDS Codes and Cluster   Cooperation Based Coded Caching in Fog Radio Access Networks,” IEEE ICC 2020 Workshop,Jun.   2020, pp. 1-6.

[15]  Chaoyi Wan, Yanxiang Jiang*, Fu-Chun Zheng, Pengcheng   Zhu, Xiqi Gao, and Xiaohu You, “Delay-Energy Efficiency Tradeoff in Fog Radio   Access Networks with Hybrid Caching,” IEEE GLOBECOM 2019 Workshop, Hawaii, USA, Dec. 2019, pp.   1-6.

[16]  Haojie Feng, Yanxiang Jiang*, Dusit Niyato, Fu-Chun   Zheng, and Xiaohu You, “Content Popularity Prediction via Deep Learning in   Cache-enabled Fog Radio Access Networks,” IEEE GLOBECOM 2019, Hawaii, USA, Dec. 2019, pp. 1-6.

[17]  Chengyu Xia, Yanxiang Jiang*, Mugen Peng, Fu-Chun Zheng,   Mehdi Bennis, and Xiaohu You, Cooperative Edge Caching in   Fog Radio Access Networks: A Pigeon Inspired Optimization Approach,IEEE GLOBECOM 2019, Hawaii, USA, Dec. 2019, pp. 1-6.

[18]  Hui Ge, Yanxiang Jiang*, Mehdi Bennis, Fu-Chun Zheng, and Xiaohu You, “Edge Caching Resource Allocation in Fog Radio Access Networks:   An Incentive Mechanism based Approach,”IEEE ICC 2019 Workshop, Shanghai, China, May 2019, pp. 1-6.

[19]  Liuyang Lu, Yanxiang Jiang*, Mehdi Bennis, Zhiguo Ding, Fu-Chun Zheng, and Xiaohu You, “Distributed Edge Caching via Reinforcement Learning in Fog   Radio Access Networks,”IEEE VTC 2019 Spring Workshop,Kuala   Lumpur, Malaysia, Apr. 2019, pp. 1-6.

[20]    Aoao Peng, Yanxiang   Jiang*, Mehdi Bennis, Fu-Chun Zheng, and Xiaohu You, “Performance Analysis and Caching Design in Fog Radio Access   Networks,” IEEE GLOBECOM2018 Workshop, Abu   Dhabi, UAE, Dec. 2018, pp.1-6.

[21]  Yabai Hu,Yanxiang   Jiang*,Mehdi   Bennis, and Fu-Chun Zheng, “Distributed Edge Caching   in Ultra-dense Fog Radio Access Networks: A Mean Field Approach,”IEEE VTC   2018 Fall, Chicago, USA, Aug. 2018,pp.1-6.

[22]  Wenlong   Huang,Yanxiang Jiang*,Mehdi   Bennis, Fu-Chun Zheng, Haris Gacanin, and Xiaohu You,   “Decentralized Asynchronous Coded Caching in Fog-RAN,”IEEE VTC 2018 Fall,Chicago,   USA, Aug. 2018, pp. 1-6.

[23]  Xiaoting Cui, Yanxiang Jiang*, Xuan Chen, Fu-Chun Zheng, and Xiaohu You, “Graph-based   Cooperative Caching in Fog-RAN,”IEEE ICNC 2018 Workshop,Hawaii, USA, Mar. 2018, pp. 1-6.

[24]  Yanxiang Jiang*,   Miaoli Ma, Mehdi Bennis, Fu-Chun Zheng, and Xiaohu You, “A Novel Caching Policy with Content Popularity Prediction and   User Preference Learning in Fog-RAN,” IEEE GLOBECOM2017 Workshop, Singapore,   Dec. 2017, pp. 1-6.

[25]    Peng Li, Yanxiang Jiang*, Shaoli   Kang, Fuchun Zheng, and Xiaohu You, “Pattern Division Multiple Access with   Large-scale Antenna Array, IEEE VTC 2017 Spring,   Sydney, Australia, June 2017, pp. 1-6.

[26]    Jiadian Zhang,Yanxiang   Jiang*, Peng Li, Fuchun Zheng, and Xiaohu   You, “Energy Efficient Power Allocation in Massive MIMO Systems Based on   Standard Interference Function,” IEEE   VTC 2016 Spring, Nanjing, Jiangsu, May 2016, pp. 1-6.

[27]    Peng Li, Yanxiang Jiang*,Wei Li, Fuchun Zheng, and Xiaohu You, “A CMDP-based approach   for energy efficient power allocation in massive MIMO systems,” IEEE WCNC 2016, Doha, Qatar, Apr. 2016, pp. 670-675.

[28]  Ningning Lu,Yanxiang Jiang*,Fuchun Zheng, and Xiaohu You, Energy efficient power control for the two-tier   networks with small cells and massive MIMO,” IEEE WCNC   2016 Workshop, Doha, Qatar, Apr. 2016, pp. 127-132.

科研项目:

项目名称

项目类别

项目时间

工作类别

项目金额

6G超低时延超高可靠大规模无线传输技术

国家重点研发计划

项目

2021/12-2024/12

应用基础研究

XX

亚毫秒时延超可靠无线网络关键技术研究:实际数据测试

C9高校联合研究

项目

2022/1-2023/6

产学研

XX

雾无线接入网低时延高能效边缘缓存理论方法研究

国家自然科学基金

面上项目

2020/1-2023/12

应用基础研究

XX

高能效低延迟无线网络关键技术研究:实际数据测试

C9高校联合研究

项目

2019/6-2020/12

产学研

XX

雾无线接入网边缘缓存理论方法研究

江苏省自然科学基金面上项目

2018/7-2021/6

应用基础研究

XX

雾无线接入网边缘缓存关键理论与技术研究

中科院重点实验室

开放课题

2018/3-2020/2

应用基础研究

XX

雾无线接入网边缘缓存关键技术研究

国家重点实验室

开放课题

2018/3-2020/2

应用基础研究

XX

5G移动通信系统NGFI关键技术研究

国际知名通信企业

联合研究项目

2016/2-2018/2

产学研

XX

5G新型调制编码与高效链路技术研究开发

国家863计划项目

2015/1-2017/4

应用基础研究

XX

超蜂窝网络协作机制与资源优化方法

国家973计划

重大项目

2012/1-2016/10

应用基础研究

XX

蜂窝移动通信系统终端直通技术研究

国家科技重大专项

2012/1-2014/6

应用基础研究

XX

IMT-Advanced中继技术研发

国家科技重大专项

2009/1-2012/12

应用基础研究

XX

专利:

专利号

专利名称

专利类型

202111258088.3

一种雾无线接入网中基于联邦强化学习的智能编码缓存方法

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雾无线接入网中基于联邦深度确定性策略梯度学习的协作缓存方法

发明专利申请

202111254524.X

雾无线接入网中基于聚类联邦学习的内容流行度预测方法

发明专利申请

202111255936.5

一种雾无线接入网中基于多智能体强化学习的协作缓存方法

发明专利申请

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一种雾无线接入网中基于最大距离可分码的分组编码缓存方法

发明专利申请

202110634682.1

一种雾无线接入网中基于联邦强化学习的协作缓存方法

发明专利申请

202110634698.2

雾无线接入网中基于贝叶斯学习的内容流行度预测方法

发明专利申请

202010102392.8

雾无线接入网中基于联合最大距离可分离码与簇协作的编码缓存方法

发明专利申请

202010102408.5

雾无线接入网中深度强化学习下带有推荐的缓存方法

发明专利申请

202010102697.9

一种雾无线接入网中基于社交意识的协同缓存方法

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