基本信息
申妍燕  女  博导  中国科学院深圳先进技术研究院
电子邮件： yy.shen@siat.ac.cn
通信地址： 深圳市南山区西丽大学城学苑大道1068号
邮政编码：

研究领域

基于机器学习的智能通信系统，无人机通信，移动边缘计算，无线携能通信

服务机器人流程自动化

招生信息

招生计算机科学与技术、控制理论与控制工程、信息与信号处理、电子与通信工程、电子信息专业的学生。

招生方向
基于机器学习的智能通信系统
无人机通信，移动边缘计算
服务机器人流程自动化

教育背景

2009-09--2012-10   香港城市大学   博士

工作经历

   
工作简历
2016-12~现在, 深圳先进技术研究员, 副研究员
2015-01~2016-11,深圳先进技术研究员, 助理研究员
2013-11~2014-11,仁荷大学, 博士后研究员
社会兼职
2016-12-31-今,深圳市科技评审专家,
2016-03-01-今,国家自然科学基金函评专家,

专利与奖励

奖励

（1） 2021年神经计算及应用国际会议（NCAA）最佳论文奖


专利成果

（1） 一种分布式极限学习机优化集成框架方法系统及方法, 发明, 2015, 第 3 作者, 专利号: ZL201510562472.0 （授权）
（2） 一种空气质量PM2.5预测方法及系统, 发明, 2015, 第 4 作者, 专利号: ZL201510281975.0（授权）
（3） 中继携能通信系统的传输速率优化方法与装置, 发明, 2016, 第 1 作者, 专利号: ZL201611226576.5（授权）
（4） 一种多层卷积神经网络优化系统及方法, 发明, 2016, 第 4 作者, 专利号: ZL201610236109.4（授权）
（5） 一种D2D多中继协同通信优化方法、系统及电子设备, 发明, 2017, 第 4 作者, 专利号: CN201711391542.6（授权）
（6） 智能交通信号灯控制方法及系统, 发明, 2017, 第 4 作者, 专利号: ZL201710212449.8（授权）
（7） 一种降雨预测方法、系统及电子设备, 发明, 2017, 第 3 作者, 专利号: ZL201710958075.4（授权）
（8） 一种射频发射机, 发明, 2018, 第 2 作者, 专利号: ZL201811581278.7（授权）
（9） 多模混合物联网及其无源中继协作式无线数据传输控制方法, 发明, 2018, 第 2 作者, 专利号: ZL202110771230.8（授权）
（10） 一种增强型生成式对抗网络以及目标样本识别方法, 发明, 2018, 第 2 作者, 专利号: CN201810604607.9
（11） 基于深度卷积神经网络的卫星定位误差评估方法和系统, 发明, 2020, 第 4 作者, 专利号: CN202010393689.4
（12）基于智能反射面辅助的移动边缘计算系统的卸载决策方法,发明, 2021, 第 2 作者, 专利号: CN202110771230.8
（13） 简历筛选方法、简历筛选装置、终端设备及存储介质, 发明, 2021, 第 2 作者, 专利号: CN202110583302.6
（14） 数据检索方法、装置、设备及计算机可读存储介质, 发明, 2021, 第 3 作者, 专利号: CN202110362344.7



发表论文

  1. Liang Xue, Xuan Gong, Yanyan Shen*, Balaji Panchal, Chun-Jie Wang, Yan-Long Wang, Resource Configuration for Throughput Maximization in UAV-WPCN with Intelligent Reflecting Surface, IEEE Access, 11: 36713-36726, 2023.
  2. Yanyan Shen, Weiran Luo, Shuqiang Wang, Xiaoxia Huang, Average AoI Minimization in the Finite Blocklength Regime for UAV-enabled IoT Backscatter Communication Systems, Ad Hoc Networks, 145: 103164, 2023.
  3. Zhixin Liu, Meihua Zhou, Yanyan Shen, Yazhou Yuan, Kit Yan Chan, Yi Yang, Robust Energy Efficient Maximization in Wireless Powered CRNs Based on Power Splitting, Computer Networks, vol. 195, pp. 1-9, 2021.
  4. Weiran Luo, Yanyan Shen, Bo Yang, Shuqiang Wang, and Xinping Guan, “Joint 3D trajectory and resource optimization in multi-UAV enabled IoT networks with wireless power transfer”, IEEE Internet of Things Journal, vol. 8, no. 10, pp. 7833-7848, 2021.
  5. Yanyan Shen, Xiaoxia Huang, Bo Yang, and Shuqiang Wang, “Low complexity resource allocation algorithms for chunk based OFDMA multi-user networks with max-min fairness”, Computer Communications, vol. 163, pp. 51-64, 2020.
  6. Zhixin Liu, Meihua Zhou, Yanyan Shen, Kit Yan Chan, Xinping Guan, “Energy-Efficient Resource Allocation in Wireless Powered CCRNs with Simultaneous Wireless Information and Power Transfer”, Computer Communications, vol. 153, pp. 159-168, 2020.
  7. Liang Xue, Ying Liu, Yanyan Shen*, Xiaoxia Huang, and Kyung Sup Kwak, “Resource configuration for minimizing source energy consumption in multi-carrier networks with energy harvesting relay and data-rate guarantee”, Computer Communications, vol. 148, pp. 121-133, 2020. 
  8. Yanyan Shen, Bo Yang, Shuqiang Wang, Shimin Gong, Liang Xue, and Xinping Guan, “Sum rate maximization for multi-carrier SWIPT relay system with non-ideal power amplifier and circuit power consumption”, IEEE Access, vol.7, no. 1, pp. 89805-89820, 2019.
  9.  Bo Yang, Yanyan Shen, Qiaoni Han, Cailian Chen, Xinping Guan, and Weidong Zhang, “Energy-efficient resource allocation for time-varying OFDMA relay systems with hybrid energy suppliers”, IEEE Systems Journal, vol.12, no.1, pp. 702-713, 2018
  10. Yanyan Shen, Xiaoxia Huang, Kyung Sup Kwak, Bo Yang, and Shuqiang Wang, “Subcarrier pairing based resource optimization for OFDMA wireless powered relay transmissions with time switching scheme”, IEEE Transactions on Signal Processing, vol. 65, no.5, pp.1130-1145, 2017.
  11. Yanyan Shen, Gang Feng, Bo Yang, and Xinping Guan, “Fair resource allocation and admission control in wireless multi-user amplify-and-forward relay networks”, IEEE Transactions on Vehicular Technology, vol. 61, no. 3, pp. 1383-1397, 2012. 
  12. Yanyan Shen and Kyung Sup Kwak, “Robust power control for cognitive radio networks with proportional rate fairness ”, Information and Communications Technology Express, vol. 1 , no. 1 , pp. 22-25, 2015.
  13. Yanyan Shen, Gang Feng, Bo Yang, and Xinping Guan, “Resource allocation with proportional rate fairness in OFDMA relay networks”, Wireless Communications and Mobile Computing, vol. 14, no. 2, pp. 269-283, 2014. 
  14. Bo Yang, Yanyan Shen, Mikael Johansson, Cailian Chen, and Xinping Guan, “Opportunistic multichannel access with decentralized channel state information”, Wireless Communications and Mobile Computing, vol.15, no.2. pp.322-339, 2015.


科研活动

担任多个国际顶级期刊及会议的审稿人，包括IEEE Journal on Selected Areas in Communications, IEEE Transactions on Wireless Communications，IEEE Transactions on Vehicular Technology, IEEE Transactions on Signal Processing, Digital Signal Processing, INFOCOM, Globecom，ICC，WCNC等，是国际旗舰会议IEEE WCNC 2013~2016，2018~2020的技术委员会成员，IEEE ISCIT 2014 及ICCC 2015的小组主席。


科研项目

[1]广东省自然科学基金面上项目，面向物联网需求的三维高动态无人机通信系统多维资源优化分配理论研究，项目负责人，2021.1～2023.12

[2]基于人工智能技术的创新创业服务技术集成研发与应用示范（共性关键技术类），任务负责人，国家级，2019.11～2022.10

[3] 面向智慧医疗的绿色物联网信息传输与接入理论与技术研究，子课题负责人，国家级，2019.1～2022.12

[4]无线携能中继网络中多种资源联合优化问题研究,主持,国家级,2016-01～2018-12

[5]具有能量收集性能的协作中继网络资源优化理论与技术研究,主持,地市级,2015-09～2017-09

[6]基于中继的携能通信系统能量管理与资源优化分配研究,主持,研究所（学校）,2015-07～2017-06

[7]微波无线充电团队,团队核心成员,地市级,2016-01～2020-12

[8]面向移动认知网络的频谱大数据理论与关键技术研究,参与,国家级,2016-01--2019-12

[9]大规模多天线系统关键技术研究,参与,地市级,2015-12～2018-12

[10]基于环境电磁波的无源传感网络关键技术研发,参与,地市级,2015-09～2017-09

[11]携能无线通信中鲁棒功率控制技术,参与,地市级,2015-09～2017-09


参与会议

  1. ​X. Zhang，W. Liu，H. Xing，Z. Jin, W. Zang，S. Wang，L. Xue，Y. Shen*, Learning to Hybrid Offload in Space-Air-Ground Integrated Mobile Edge Computing for IoT Networks, The 13th IEEE International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, 2023, July. 12-14

  2. X. Zhang, H. Xing, W. Zang, Z. Jin, Y. Shen, Cybertwin-Driven Multi-Intelligent Reflecting Surfaces aided Vehicular Edge Computing Leveraged by Deep Reinforcement Learning, in proc. IEEE Vehicle Technique Conference Fall (VTC Fall)-workshop, London, England/Beijing, China, Sep.26-29, 2022.

  3.  H. Wang, Y. Shen, S. Wu, and S. Wang, Resource Allocation and Trajectory Optimization for UAV assisted Mobile Edge Computing Systems with Energy Harvesting, in proc. 2021 NCAA, July 2-5, 2021, Guangzhou, China, pp. 1-15.  

  4. X. Zhang, Y. Shen, B. Yang, W. Zang, and S. Wang, DRL based Data Offloading for Intelligent Reflecting Surface Aided Mobile Edge Computing, in proc. IEEE WCNC, Mar. 29- Apr. 1, 2021, Nanjing, China, pp. 1-6.  

  5. W. Luo and Y. Shen, Secure energy efficiency in SWIPT multicarrier relay transmission with direct links,  IEEE ICCC, Dec. 6-9, 2019, Chengdu, China, pp. 1-7.

  6. Y. Shen, X. Huang, B. Yang, S. Gong, and S. Wang, “ Fair resource allocation algorithm for chunk based OFDMA multi-user networks”, in proc.  IEEE VTC Fall 2017, Toronto, Canada, Sep. 2017, pp. 1-5.

  7.  S. Gong, Y. Shen, X. Huang, X. Wu, and M.-C. So, “Robust relay beamforming in device-to-device networks with energy harvesting constraints”, in proc. IEEE GLOBECOM 2016, Washington, DC USA, Dec. 2016, pp. 1-6.

  8. Y. Shen, X. Huang, B. Yang, and S. Wang, “Alternate convex search method for resource allocation in OFDMA AF relay networks with energy harvesting”, in proc. ICCC 2015, Shenzhen, China, Nov. 2015, pp. 1-6.

  9. Y. Shen, K. Kwak, B. Yang, X. Huang, S. Wang, X. Guan, and R. Rao, “Resource allocation for OFDMA relay networks with wireless information and power transfer”, in proc. GLOBECOM 2015, San Diego, CA, USA, Dec. 2015, pp. 1-6.

  10. S. Wang, Y. Shen, J. Hu, Z. Xuan, and Z. Lu, “Hadoop-based analysis for large-scale click-through patterns in 4G network”, in proc. IEEE WASA 2015, Qufu, China, Aug. 2015, pp. 829-835.

  11. Y. Shen, K. Kwak, and S. Wang, “Resource allocation based on subcarrier grouping in OFDMA cognitive radio networks”, in proc. ISCIT 2014, Incheon, Korea, Oct. 2014, pp.1-5.

  12. Y. Shen, G. Feng, B. Yang, and X. Guan, “Fair resource allocation with subchannel pairing for OFDMA relay networks”, in proc. ICIE 2012, Singapore, Singapore, Jun. 2012, pp. 104-109.

  13. Y. Shen, G. Feng, B. Yang, and X. Guan, “Distributed fair resource allocation in wireless multi-user multi-relay networks with heterogeneous rate constraints”, in proc. IEEE ISCIT 2011, Hangzhou, China, Oct. 2011, pp.333-338.

  14. B. Yang, Y. Shen, and X. Guan, “Energy-aware opportunistic channel access with decentralized channel state information”, in proc. IEEE CDC-ECC 2011, Florida, USA, Dec. 2011, pp. 3104-3109.  

  15. B. Yang, Y. Shen, M. Jahansson, and X. Guan, “Threshold-based multichannel access with energy constraints”, in proc. IEEE ICC 2010, Cape Town, South Africa, May. 2010, pp.1-5.

  16. B. Yang, Y. Shen, G. Feng, and X. Guan, “ Fair resource allocation using bargaining over OFDMA relay networks”, in proc. IEEE CDC-CCC 2009, Shanghai, China, Dec. 2009, pp. 585-590.

指导学生

已指导学生

顾韶颀  硕士研究生  085211-计算机技术  

周献杭  硕士研究生  085211-计算机技术  

罗蔚然  硕士研究生  085208-电子与通信工程  

谢雨彤  硕士研究生  085211-计算机技术  

余小新  硕士研究生  085211-计算机技术  

张徐珲  硕士研究生  085208-电子与通信工程  

现指导学生

匡梓铭  硕士研究生  085400-电子信息  

陈玲  硕士研究生  085400-电子信息