个人简介
研究方向
网络化系统控制与优化、随机学习与自适应优化
学习经历
· 2014.02 – 2015.02,英属哥伦比亚大学电气与计算机工程系,访问副教授
· 2008.11 – 2011.11,中国科学技术大学信息科学技术学院,博士后
· 2003.09 – 2008.06,中国科学技术大学自动化系硕博连读,获控制科学与工程专业博士学位
· 1985.09 – 1989.07,东南大学自动控制系工业电气自动化专业,获工学学士学位
项目研究
· QoS保障的视频流媒体认知无线传输的控制建模与策略优化,国家自然科学基金面上项目(62073115),主持,2021.01 – 2024.12
· 无线接入网QoS保证的节能控制建模与协同策略优化,国家自然科学基金面上项目(61374158),主持,2014.01 – 2017.12
· 无线接入网节能机理的建模与控制研究,安徽省自然科学基金面上项目(11040606M142),主持,2011.01 – 2013.12
· 网络新媒体服务系统的建模与优化,中国博士后科学基金面上资助课题(20090450820),主持,2009.01 – 2010.12
论文发表
[1] Qi Jiang, Victor C. M. Leung, and Hao Tang, “An Online Stochastic Learning Strategy for Demand Response in Smart Microgrid,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, PP(99): 1-10. (SCI、EI收录)
[2] Juncai Li, Qi Jiang, Victor C. M. Leung, Zhuo Ma and Kofi Kwarteng Abrokwa, “Deep Reinforcement Learning Based Joint Optimization of Task Migration and Resource Allocation for Mobile Edge Computing,” IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3555503. (SCI、EI收录)
[3] Siyu Xie, Qi Jiang, Victor C. M. Leung, Zhuo Ma and Kofi Kwarteng Abrokwa, “Joint Bitrate Adaptation and Resource Allocation by Leveraging SVC Setting for Wireless Scalable Video Multicast,” IEEE Wireless Communications Letters, doi: 10.1109/LWC.2025.3532466. (SCI、EI收录)
[4] Qi Jiang, Victor C. M. Leung, and Hao Tang, “Statistical QoS-Guaranteed Traffic Rate Adaptation for Wireless Scalable Video Streaming,” IEEE Systems Journal, 2022, 16(2): 3433-3436. (SCI、EI收录)
[5] Qi Jiang, Victor C. M. Leung, and Hao Tang, “QoS-Guaranteed Adaptive Modulation and Coding for Wireless Scalable Video Multicast,” IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(3): 1696-1700. (SCI、EI收录)
[6] Qi Jiang, Victor C. M. Leung, Hao Tang, and Hong-Sheng Xi, “Adaptive Scheduling of Stochastic Task Sequence for Energy-Efficient Mobile Cloud Computing,” IEEE Systems Journal, 2019, 13(3): 3022-3025. (SCI、EI收录)
[7] Qi Jiang, Victor C. M. Leung, Hao Tang, and Hong-Sheng Xi, “QoS-Guaranteed Adaptive Bandwidth Allocation for Mobile Multiuser Scalable Video Streaming,” IEEE Wireless Communications Letters, 2019, 8(3): 721-724. (SCI、EI收录)
[8] Qi Jiang, Victor C. M. Leung, Hao Tang, and Hong-Sheng Xi, “Energy-Efficient Traffic Rate Adaptation for Wireless Streaming Media Transmission,” IEEE Transactions on Circuits and Systems for Video Technology, 2018, 28(11): 3313-3319. (SCI、EI收录)
[9] Qi Jiang, Victor C. M. Leung, Mahsa T. Pourazad, Hao Tang, and Hong-Sheng Xi, “Energy-Efficient Adaptive Transmission of Scalable Video Streaming in Cognitive Radio Communications,” IEEE Systems Journal, 2016, 10(2): 761-772. (SCI、EI收录)
[10] Qi Jiang, Victor C. M. Leung, Hao Tang, and Hong-Sheng Xi, “Energy-Efficient Adaptive Rate Control for Streaming Media Transmission over Cognitive Radio,” IEEE Transactions on Communications, 2015, 63(12): 4682-4693. (SCI、EI收录)
[11] 计鹿飞, 江琦, 唐昊, 谭琦, 基于半马尔可夫控制过程的智能电网最优储能控制, 电力系统自动化, 2015, 39 (06): 24-27. (EI收录)
[12] 江琦, 唐昊, 奚宏生, 无线多媒体接入网高能效的自适应载频开启控制, 系统科学与数学, 2014, 34(12): 1517-1526.
[13] 江琦, 路改香, 唐昊, 谭琦, 智能电网弹性响应时间业务需求的接入控制, 控制与决策, 2014, 29(7): 1311-1315. (EI收录)
[14] Qi Jiang, Hong-Sheng Xi, Bao-Qun Yin, “Event-Driven Semi-Markov Switching State-Space Control Processes,” IET Control Theory and Applications, 2012, 6(12): 1861-1869. (SCI、EI收录)
[15] 江琦, 唐昊, 奚宏生, 无线接入网QoS保证的动态载频开启节能控制, 中国科学技术大学学报, 2012, 42(5): 378-382.
[16] 江琦, 奚宏生, 殷保群, 事件驱动的动态服务组合策略在线自适应优化, 控制理论与应用, 2011, 28(8): 1049-1055. (EI收录)
[17] Qi Jiang, Hong-Sheng Xi, Bao-Qun Yin, “Adaptive Optimization of Timeout Policy for Dynamic Power Management Based on Semi-Markov Control Processes,” IET Control Theory and Applications, 2010, 4(10): 1945-1958. (SCI、EI收录)
[18] Qi Jiang, Hong-Sheng Xi, Bao-Qun Yin, “Dynamic File Grouping for Load Balancing in Streaming Media Clustered Server Systems,” International Journal of Control, Automation and Systems, 2009, 7(4): 630-637. (SCI、EI收录)
[19] 江琦, 奚宏生, 殷保群, 动态电源管理超时策略与随机型策略的等效关系, 计算机辅助设计与图形学学报, 2009, 21(11) : 1646-1651. (EI收录)
[20] 江琦, 奚宏生, 殷保群, 动态电源管理超时策略的自适应优化算法, 控制与决策, 2008, 23(4): 372-377. (EI收录)
[21] 江琦, 奚宏生, 殷保群, 无线多媒体通信网适应带宽配置在线优化算法, 软件学报, 2007, 18(6): 1491-1500. (EI收录)
[22] 江琦, 奚宏生, 殷保群, 动态电源管理的随机切换模型与在线优化, 自动化学报, 2007, 33(1): 66-71. (EI收录)
[23] 江琦, 奚宏生, 殷保群, 动态电源管理的随机切换模型与策略优化, 计算机辅助设计与图形学学报, 2006, 18(5): 680-686. (EI收录)
授权专利
· 江琦, 王立群, 唐昊, 谭琦, 基于李雅普诺夫优化的移动云计算随机任务序列调度方法, 专利号: ZL202110257520.0
· 江琦, 陈思颖, 唐昊, 谭琦, 一种移动云计算的随机任务序列调度方法, 专利号: ZL201711464949.7
· 江琦, 唐昊, 奚宏生, 一种高能效的可伸缩视频编码实时流媒体的无线传输方法, 专利号: ZL201710084002.7
· 江琦, 王华洋, 唐昊, 基于层次分析法和进化博弈理论的异构网络选择接入方法, 专利号: ZL201710208891.3
课程教学
· 本科生课程: 过程控制系统与仪表、电气测量技术
· 研究生课程: 系统辨识与自适应控制、最优估计与随机控制
参编教材
· 电气测试技术, 陈荣保, 江琦, 李奇越, 编著, 机械工业出版社, 2014