李宏佳  男  硕导  中国科学院信息工程研究所
电子邮件: lihongjia@iie.ac.cn
通信地址: 北京海淀区杏石口路65号益园C8-305办公室
邮政编码: 100195

研究领域


主要研究领域为分布式系统协同控制与优化方法及其在4G/5G/B5G移动网络、MEC、IoT、分布式机器学习系统中的创新应用与安全防护研究,主要包括:4G/5G/B5G新型移动网络(含HetNet、UDN、MEC、IoT等)组网与广义资源(无线资源、能量资源与计算资源)优化;4G/5G/B5G新型移动网络安全防护技术;分布式学习系统优化与隐私保护,等。先后主持和参加国家自然科学基金项目4项,国家科技重大专项、国家“863”计划、科技部重点研发计划等10项。已发表论文60余篇,其中被SCI/EI检索50余篇,获得国际会议最佳论文奖2项。申请专利30项(其中,已授权国内发明专利20项以上,已授权国际专利2项),已获得软件著作权4项。长期担任IEEE TMC、TII、TVT、Netw. Mag., Elsevie Computer Networks、JNCA 等国际期刊审稿人;曾多次担任IEEE Globecom,IEEE WCNC,IEEE PIMRC等国际会议TPC成员或审稿人。


教育背景

2008-09--2011-07   北京邮电大学   博士
2005-09--2008-07   青岛科技大学   硕士
2000-09--2005-07   青岛科技大学   学士

学术成果

   
学术论著

·        期刊论文

[J0] Li Hongjia*, et al., “Comments on "Dropping Activation Outputs with Localized First-Layer Deep Network for Enhancing User Privacy and Data Security",” IEEE Transactions on Information Forensics and Security, 2020.

[J1-1] GPU虚拟化技术及其安全问题综述”,信息安全学报,录用,2020.

[J1-2] “面向软件定义卫星网络的协同接入认证机制”,信息安全学报,录用,2020.

[J2]     李宏佳,等,“5G 安全:通信与计算融合演进中的需求分析与架构设计,信息安全学报,2018.

[J3]     Li Hongjia*, "Cooperative RAN Caching Based on Local Altruistic Game for Single and Joint Transmissions," IEEE Communications Letters, vol. 21, no. 4, pp. 853-856, April 2017.

[J4]     Li Hongjia*, “Transmission Adaptation for Battery-Free Relaying”, ACM Transactions on Embedded Computing Systems, 2017.

[J5]     Li Hongjia*, “Real-world traffic analysis and joint caching and scheduling for in-RAN caching networks”Science China Information Sciences, 2017 60 (6) :062302.

[J6]     Li Hongjia*, et al., “Cross-layer Transmission and Energy Scheduling under Full-Duplex Energy Harvesting Wireless OFDM Joint Transmission”, Science China Information Sciences, 59(10) 2016.

[J7]     Li Hongjia*, “Clustering Strategy based on Graph Method and Power Control for Frequency Resource Management in Femtocell and Macrocell Overlaid System”, IEEE/KICS Journal of Communications and Networks, 13(6), pp. 664-677, 2011. (DOI: 10.1109/JCN.2011.6157483)

[J8]     Li Hongjia*, et al., “Optimal joint transmission and harvested energy scheduling for renewable energy harvesting enabled cellular network under coordinated multi-point transmission”, Eurasip Journal on Wireless Communications and Networking, 2015. 

[J9]     Li Hongjia*, et al., “Modeling, metrics, and optimal design for solar energy-powered base station system”, Eurasip Journal on Wireless Communications and Networking, 2015. 

[J10]     Li Hongjia*, et al., “Pseudo-handover based subchannel and power adaptation scheme for interference mitigation in OFDMA two-tier femtocell networks”, Journal of China Universities of Posts and Communications, 18(3), pp. 5-14, 2011. (DOI: 10.1016/S1005-8885(10)60056-8)

[J11]   Li Hongjia*, et al., “Analysis of Subchannel Reusable Probability and Capacity for Frequency-reused Femtocell Networks Under Frequency Partitioning Strategy”. Journal of China Universities of Posts and Communications, 19(1), pp. 1-10, 2012. (DOI: 10.1016/S1005-8885(11)60220-3)

[J12]   Hu Dan, Li Hongjia, “Inter-femtocell interference coordination in 3D in-building scenario”, Journal of China Universities of Posts and Telecommunications, 19(2), pp. 36-42, 2012. (DOI: 10.1016/S1005-8885(11)60243-4)

[J13]   Li Hongjia, “Improved Resource Allocation Strategy in SU-CoMP Network”. Journal of China Universities of Posts and Communications, in Vol. 18(4), pp. 7-12, 2011. (DOI: 10.1016/S1005-8885(10)60076-3)

[J14]   Li Hongjia, et al., Social Relation Based Cache Distribution Policy in Wireless Mobile Networks, International Journal of Networks, 9(9), 2014, pp. 2279-2288. (DOI10.4304/jnw.9.9.2279-2288)

[J15]   李宏佳*, , “能源互联网重要基础支撑: 分布式储能技术的探索与实践”, 中国科学:信息科学, 44(6): 743-761. 

[J16]   李宏佳, 分布式储能技术的探索与实践, 国防科技, 2014, 35(3): 6-9.

[J17]   李宏佳*, 等,面向5G的分布式移动云计算协同架构与管理机制,中兴通讯,2015(02) .

[J18]   李宏佳, , “基于功率成本的再生中继系统最优功率分配”, 北京邮电大学学报, 33(6), pp. 21-24, 2010. (EI Indexed, 中文核心期刊)

[J19]   李宏佳*, , "面向云计算的绿色指数能耗建模方法研究", 网络新媒体技术, 2(1), pp. 57-61, 2013.

 

·        会议论文

[C0-1] Li Hongjia*, “End-Edge Coordinated Inference for Real-Time BYOD Malware Detection using Deep Learning, ” IEEE WCNC 2020.

[C0-2] Li Hongjia*, “A New Privacy-Preserving Framework based on Edge-Fog-Cloud Continuum for Load Forecasting,'' IEEE WCNC 2020.

[C0-3] Li Hongjia‡*, “Moving to Green Edges: A Cooperative MEC Framework to Reduce Energy Demand of Clouds”, IEEE Globecom Workshop 2019.

[C1] Li Hongjia*, “Global Orchestration of Cooperative Defense against DDoS Attacks for MEC”,  IEEE WCNC 2019.

[C2] Li Hongjia*, “Online Orchestration of Cooperative Defense against DDoS Attacks for 5G MEC”, IEEE WCNC 2018.

[C3] Li Hongjia*, “Exploring the Behaviors and Threats of Pollution Attack in Cooperative MEC Caching”, IEEE WCNC 2018.

[C4] Li Hongjia*, “Designing Pricing Incentive Mechanism for Proactive Demand Response in Smart Grid”, IEEE ICC 2018.

[C5] Li Hongjia, “Distributed Energy Management of P2P Energy Sharing in Energy Internet Based on Cloud Energy Storage”, ACM e-Energy 2018.

[C6] Li Hongjia*, “A New Digital Power Supply System for Fog and Edge Computing”, in proc. IEEE 14th International Wireless Communications & Mobile Computing Conference (IWCMC) 2018, pp. 1513-1517.

[C7]     Li Hongjia*, et al., “A Game Theoretical Framework for Improving the Quality of Service in Cooperative RAN Caching”, In proc. IEEE ICC 2017. (EI Indexed)

[C8]   Li Hongjia*, et al., “A New Framework for Peer-to-Peer Energy Sharing and Coordination in the Energy Internet    ”, In proc. IEEE ICC 2017. (EI Indexed)

[C9]     Li Hongjia*, et al., “Ameliorate Half-duplex Relaying via Cooperative Caching for Content Accessing”, In proc. IEEE WCNC 2017. (EI Indexed)

[C10]   Li Hongjia*, et al., “A New Framework for M2M Traffic Aggregation in LTE-A and Beyond Networks”, In proc. IEEE WCNC 2017. (EI Indexed)

[C11]     Li Hongjia*, et al., “Feasibility Analysis and Self-organizing Algorithm for RAN Cooperative Caching”, In proc. IEEE WCNC 2016. (EI Indexed)

[C12]     Li Hongjia, et al. “Mobility Prediction based Seamless RAN-Cache Handover in HetNet”, In proc. IEEE WCNC 2016. (EI Indexed)

[C13]   Li Hongjia*, et al., “Performance and Implications of RAN Caching in LTE Mobile Networks: A Real Traffic Analysis”, in Proc. IEEE SECON 2016. (EI Indexed)

[C14]     Li Hongjia*, et al., “iCacheOS: In-RAN Caches Orchestration Strategy through Content Joint Wireless and Backhaul Routing in Small-Cell Networks”, In proc. IEEE Globecom 2015, pp. 1200-1207. 2015.

[C15]     Li Hongjia*, , et al., “Joint Wireless and Backhaul Load Balancing in Cooperative Caches enabled Small-Cell Networks”, In proc. IEEE PIMRC 2015, pp. 1200-1207. 2015.

[C16]   Li Hongjia*, et al., Hu Dan, et al., “High-Resolution Cell Breathing for Improving Energy Efficiency of Ultra-Dense HetNets”, IEEE WCNC 2015, New Orleans, USA, pp. 1470-1475.

[C17]     Li Hongjia*, et al., “Optimal Joint Transmission Scheduling for Green Energy Powered Coordinated Multi-Point Transmission System”, in proc. IEEE Globecom 2014, Austin USA, 2014 (EI Indexed)

[C18]   Lin Ni, Ci Song, Li Hongjia, “An Enhanced Circuit-Based Battery Model with Considerations of Temperature Effect”, in proc. IEEE ECCE 2014, Pittsburgh, USA. (EI Indexed)

[C19]   Xu Ying, Li Hongjia*, et al., “Energy Sustainability Modeling and Liquid Cell Management in Green Cellular Networks”, in proc. ICC 2013, Budapest, 2013. (EI Indexed)

[C20]   Heng Wang, Li Hongjia*, et al., “Stochastic Queue Modeling and Key Design Metrics Analysis for Solar Energy Powered Cellular Networks”, In proc. IEEE ICNC 2014, USA Honolulu, 2014. (EI Indexed)

[C21]   Zejue Wang, Li Hongjia*, et al., “Probability Weighted Based Spectral Resources Allocation Algorithm in Hetnet under Cloud-RAN Architecture”, In proc. IEEE ICCC 2013, Xi’an, 2013. (EI Indexed)

[C22]   Xu Ying, Feng Zhiyong, Li Hongjia*, et al. “Cross-layer Design Based Sustainability and Energy-efficiency Optimization in Femtocell Networks with Sustainable Energy”, in proc. IEEE WCNC 2013, Shanghai, 2013. (EI Indexed)

[C23]     Li Hongjia*, et al., “Prediction Handover Trigger Scheme for Reducing Handover Latency in Two-tier Femtocell Networks”, in proc. IEEE Globecom 2012, pp. 5352-5357, Anaheim USA, 2012 (EI 检索,10.1109/GLOCOM.2012.6503934)

[C24]     Li Hongjia*, et al., “Pseudo-Handover Based Power and Subchannel Adaptation Scheme for OFDMA Two-tier Femtocell Networks”, In proc. IEEE WCNC 2011, Cancun, Mexico, pp. 1797-1802. (EI 检索,DOI10.1109/WCNC.2011.5779269)

[C25]   Li Hongjia*, et al., “A Novel Analysis of Capacity, Optimal Power and Sub-channel Adaptation for Femtocell Networks”, In proc. 3rd IEEE International Conference on Broadband Network & Multimedia Technology (IC-BNMT 2010), 2010, pp. 258-262. (EI检索)

[C26]   Heng Wang, Hongjia Li*, et al., “Liquid Cell Management for Reducing Energy Consumption Expenses in Hybrid Energy Powered Cellular Networks”, In proc. IEEE WCNC 2014, Istanbul, 2014. (EI Indexed)

[C27]   Li Hongjia*, et al., “Graph Method based Clustering Strategy for Femtocell Interference Management and Spectrum Efficiency Improvement”, IEEE 6th International Conference on Wireless Communications Networking and Mobile Computing (WiCOM 2010), pp. 1-5. (EI Indexed)

[C28]   Chen Xin, Xu Xiaodong, Li Hongjia, et al., “Achievable energy efficiency in cooperative transmission system with frequency-selective power allocation”, In proc. IEEE Globecom 2012 (EI Indexed)

[C29]   Qu Xiqiang, Xu Xiaodong, Li Hongjia, Tao Xiaofeng, Tian Hui, “Analysis of Outage Capacity for DF Dual-Hop Relay and Optimal Power Allocation”, In proc. IET-WSN, 2010, pp. 194-197, Beijing, 2011. (EI Indexed)  

[C30]   Qu Xiqiang, Xu Xiaodong, Li Hongjia, et al., “Optimal power allocation based on power cost in regenerative relaying system”. In proc. ICIME, 2010, pp. 90-93, Beijing, 2011. (EI Indexed)

发明专利

[1]      李宏佳,等,一种基于S1接口协议的移动通信网络通信方法及装置,201610102413.X

[2]      李宏佳,等,基于移动网络的边缘服务通信方法及系统,2016100878496

[3]      混能供电移动通信网络能耗开销优化处理方法与系统,申请号:201410345767.8

[4]      功率预测方法和系统,申请号:201410148961.7

[5]      太阳能基站能量供给的处理方法,申请号:201410047321.7

[6]      蜂窝网络中的功率分配方法和系统,申请号:201410055284.4

[7]      风光互补设计方法,申请号:201310680616.3

[8]      采用环境能量供电的无线发射端发送装置及发送方法,申请号:201410282855.8

[9]      一种电池网络管理方法,申请号:201410602289.4

[10]   一种基带处理资源分配方法及其装置,申请号:201310385000.3

[11]   一种电子设备能耗测量方法与系统,申请号:201310290606.9

[12]   一种基带集中处理架构下的双层网络动态频谱分配方法与系统,申请号:2012105598101

[13]   一种室内蜂窝网络网中的切换触发与判决方法及系统,申请号:2011104280402

[14]   分布式电池供电装置及方法,发明专利,公开号:CN102842936A

[15]   分布式电池供电装置及方法,实用新型,专利号:2012204843830

[16]   宏小区与毫微微小区的混合组网中的干扰抑制方法,发明专利,公开号:CN102006599A

[17]   一种无线资源配置方法和系统,发明专利,公开号:CN101742539A

[18]   干扰抑制方法,发明专利,公开号:CN102202406A

[19]   协作多点通信中的协作小区集合建立方法, 发明专利,公开号:CN101998420A

[20]   多跳频方式与小区间信息交互结合的干扰协调方法,发明专利,公开号:CN102307353A

[21]   李宏佳、阳赞锋,一种缓存内容的方法和基站,发明专利,申请号:CN201610514005.5

 

获奖情况

  •       IEEE IWCMC 2018最佳论文奖 2018
  • 入选领跑者5000——中国精品科技期刊顶尖学术论文 2018
  • IEEE ICNC 2014最佳论文奖(录用率23.6%,3篇最佳论文中评分排名第1)             2014
  • ​中国科学院声学研究所建所50周年暨第五届学术交流会,最佳论文奖                2014


  



科研活动

   
科研项目
( 1 ) 能量状态不确定环境下IMT-A异构蜂窝网络能量建模与柔性组网机制研究, 主持, 国家级, 2014-01--2018-12
( 2 ) 移动内容分发网络CDN技术研究与试验, 参与, 国家级, 2015-01--2016-12
( 3 ) 面向下一代移动通信网络的内容缓存协同关键技术研究, 参与, 国家级, 2016-01--2018-12
( 4 ) 高安全等级移动终端关键技术, 参与, 国家级, 2017-06--2020-12
( 5 ) XX移动通信系统, 参与, 国家级, 2017-01--2017-12
( 6 ) 自主化网络系统防御技术攻关平台研发, 参与, 省级, 2018-01--2019-12
( 7 ) XX移动通信与办公系统, 参与, 国家级, 2020-06--2022-05
参与会议
(1)End-Edge Coordinated Inference for Real-Time BYOD Malware Detection using Deep Learning   2020-05-25
(2)A New Privacy-Preserving Framework based on Edge-Fog-Cloud Continuum for Load Forecasting   2020-05-25
(3)Online Orchestration of Cooperative Defense against DDoS Attacks for 5G MEC   李宏佳   2018-04-15
(4)Performance and Implications of RAN Caching in LTE Mobile Networks: a Real Traffic Analysis   IEEE SECON 2016   2016-06-29
(5)Feasibility Analysis and Self-organizing Algorithm for RAN Cooperative Caching   IEEE WCNC 2016   2016-04-03
(6)Mobility Prediction based Seamless RAN-Cache Handover in HetNet   IEEE WCNC 2016   2016-04-03
(7)iCacheOS: In-RAN Caches Orchestration Strategy through Content Joint Wireless and Backhaul Routing in Small-Cell Networks   IEEE Globecom 2015   李宏佳,等   2015-12-04
(8)Joint Wireless and Backhaul Load Balancing in Cooperative Caches enabled Small-Cell Networks   IEEE PIMRC 2015   2015-08-31
(9)High-Resolution Cell Breathing for Improving Energy Efficiency of Ultra-Dense HetNets   IEEE WCNC 2015   2015-04-04
(10)Optimal Joint Transmission Scheduling for Green Energy Powered Coordinated Multi-Point Transmission System   IEEE Globecom 2014   2014-12-04
(11)An Enhanced Circuit-Based Battery Model with Considerations of Temperature Effect   IEEE ECCE 2014   2014-08-15
(12)Liquid Cell Management for Reducing Energy Consumption Expenses in Hybrid Energy Powered Cellular Networks   IEEE WCNC 2014   2014-04-06
(13)Stochastic Queue Modeling and Key Design Metrics Analysis for Solar Energy Powered Cellular Networks   IEEE ICNC 2014   2014-02-05
(14)Energy Sustainability Modeling and Liquid Cell Management in Green Cellular Networks   IEEE ICC 2013   2013-06-13
(15)Cross-layer Design Based Sustainability and Energy-efficiency Optimization in Femtocell Networks with Sustainable Energy   IEEE WCNC 2013   2013-04-04
(16)Prediction Handover Trigger Scheme for Reducing Handover Latency in Two-tier Femtocell Networks   IEEE Globecom 2012    李宏佳,等   2012-12-02
(17)Pseudo-Handover Based Power and Subchannel Adaptation Scheme for OFDMA Two-tier Femtocell Networks   IEEE WCNC 2011   李宏佳,等   2011-04-02