张晶

2021年12月15日 14:05  点击:[]

基本信息

姓名:张晶

性别:

所属部门:机器智能研究所

行政职务:

职称:讲师

学历:博士

所学专业:信息与通信工程

办公电话:

电子邮件:jzhang at nankai.edu.cn

研究方向:边缘计算、网络资源优化与智能配置、智能无线网络、机器学习与人工智能阵列信号处理等

 

个人简介


张晶,亚博取款曝顾秒到账亚博网站出款秒到账教学科研岗讲师。2021年获清华大学电子工程系博士学位。主要研究方向为人工智能赋能的无线网络网络资源优化与智能配置,主要目标是通过智能算法提升网络智能化水平,以及通过智能网络支撑各种人工智能的服务。曾参与国家重点研发计划子课题、国家自然科学基金面上项目等纵向研究课题,以及装备预研中国电科联合基金等横向研究课题。相关研究成果发表于IEEE TII(影响因子:11.648)、IoTJ(影响因子:9.936)、TSPElsevier Signal Processing等国际顶级期刊,以及IEEE ICCIWCMCICASSP等著名国际会议。



科研项目、成果、获奖、专利



撰写论文、专著、教材等

Ø Dual-Timescale Resource Allocation for Collaborative Service Caching and Computation Offloading in IoT Systems. IEEE Transactions on Industrial Informatics, vol. 19, no. 2, pp. 1735-1746. (SCI 收录,IF: 11.648,中科院1)

Ø Deep Adversarial Reinforcement Learning based Incentive Mechanism for Content Delivery in D2D-Enabled Mobile Networks, Neurocomputing, 544 126258. (SCI 收录,IF: 6,中科院2)

Ø Dynamic Computation Offloading with Energy Harvesting Devices: A Hybrid Decision Based Deep Reinforcement Learning Approach. IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9303-9317. (SCI 收录,IF: 9.936,中科院1)

Ø Computation Offloading in Energy Harvesting Systems via Continuous Deep Reinforcement Learning. IEEE International Conference on Communications, 1-6. (通信类顶级会议)

Ø Hybrid Decision Based Deep Reinforcement Learning for Energy Harvesting Enabled Mobile Edge Computing. International Wireless Communications and Mobile Computing, 2100-2105.

Ø Robust Widely Linear Beamformer Based on a Projection Constraint. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2509-2513. (信号处理类顶级会议)

Ø Widely Linear Minimum Dispersion Beamforming for Sub-Gaussian Noncircular Signals. Signal Processing, vol. 122, pp. 123-128. (SCI 收录,IF: 4.384,中科院2)

Ø Robust Adaptive Beamforming with a Novel Interference Plus Noise Covariance Matrix Reconstruction Method. IEEE Transactions on Signal Processing, vol. 63, no. 7, pp. 1643-1650. (SCI 收录,IF: 5.028,中科院2)

Ø Supervised Single Channel Speech Enhancement Using Ratio Mask with Joint Dictionary Learning. Speech Communication, vol, 82, pp. 38-52.



讲授课程

《微分方程与复变函数》

《深度学习原理》

社会兼职

IEEE Transactions on Wireless Communications、Transactions on Vehicular Technology、Communications Letters、Globecom、ICC、IEEE Access等期刊及会议审稿人。















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