个人简介
招生专业
081002-信号与信息处理
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
无线携能通信,无线网络资源优化管理
教育背景
2009-09--2012-10 香港城市大学 博士
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
专利成果
( 1 ) 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: 201611226576.5
( 2 ) 一种弯折天线阵列及其布置方法, 发明, 2016, 第 5 作者, 专利号: 201610973927.2
( 3 ) 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: 201610236109.4
( 4 ) 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: 201510562472.0
( 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: 201711391542.6
( 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: 201710212449.8
( 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: 201710958075.4
( 8 ) 中继网络能量效率最优分配方法、装置、终端及存储介质, 发明, 2019, 第 2 作者, 专利号: 201910344012.9
( 9 ) 一种射频发射机, 发明, 2018, 第 2 作者, 专利号: 201811581278.7
( 10 ) 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: 201811635809.6
( 11 ) 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: 201510281975.0
( 12 ) 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: 201810604607.9
( 13 ) 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: 202010393689.4
科研项目
[1]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
[2] 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
[3]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
[4]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
[5]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
[6]微波无线充电团队,团队核心成员,地市级,2016-01~2020-12
[7]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
[8]大规模多天线系统关键技术研究,参与,地市级,2015-12~2018-12
[9]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
[10]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) 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.
(2) 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.
(3) 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.
(4)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.
(5) 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.
(6) 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.
(7) 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.
(8)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.
(9) 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.
(10) 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.
(11) 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.
近期论文
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(1) Energy-Efficient Resource Allocation in Wireless Powered CCRNs with Simultaneous Wireless Information and Power Transfer, Computer Communications, 2020-02, 第 3 作者
(2) Resource configuration for minimizing source energy consumption in multi-carrier networks with energy harvesting relay and data-rate guarantee, Computer Communications, 2020-01, 通讯作者
(3) Secure energy efficiency in SWIPT multicarrier relay transmission with direct links, IEEE 5th International Conference on Computer and Communications, 2019-12, 通讯作者
(4) Sum rate maximization for multi-carrier SWIPT relay system with non-ideal power amplifier and circuit power consumption, IEEE Access, 2019-07, 第 1 作者
(5) Energy-efficient resource allocation for time-varying OFDMA relay systems with hybrid energy suppliers, IEEE Systems Journal, 2018, 第 2 作者
(6) Fair Resource Allocation Algorithm for Chunk based OFDMA Multi-User Networks, IEEE VTC Fall, 2017, 第 1 作者
(7) Subcarrier pairing based resource optimization for OFDMA wireless powered relay transmissions with time switching scheme, IEEE Transactions on Signal Processing, 2017, 第 1 作者
(8) Opportunistic multichannel access with decentralized channel state information, Wireless Communications and Mobile Computing, 2015, 第 2 作者
(9) Resource allocation for OFDMA relay networks with wireless information and power transfer, IEEE GLOBECOM, 2015, 第 1 作者
(10) Alternate convex search method for resource allocation in OFDMA AF relay networks with energy harvesting, IEEE ICCC, 2015, 第 1 作者
(11) Hadoop-based analysis for large-scale click-through patterns in 4G network, IEEE WASA, 2015, 第 2 作者
(12) Robust power control for cognitive radio networks with proportional rate fairness, Information and Communications Technology Express, 2015, 第 1 作者
(13) Resource allocation with proportional rate fairness in OFDMA relay networks, Wireless Communications and Mobile Computing, 2014, 第 1 作者
(14) Control synthesis for a class of linear network-based systems with communication constraints, IEEE Transactions on Industrial Electronics, 2013, 第 4 作者
(15) Fair resource allocation and admission control in wireless multi-user amplify-and-forward relay networks, IEEE Transactions on Vehicular Technology, 2012, 第 1 作者
(16) Channel-aware access for cognitive radio networks, IEEE Transactions on Vehicular Technology, 2009, 第 3 作者
(17) Distributed power control and random access for spectrum sharing with QoS constraint, Computer Communications, 2008, 第 2 作者