张书彬

个人简介：

研究方向：

边缘计算，强化学习，深度学习。

代表性论文：

(1) Shubin Zhang; Senlei Bao; Kaikai Chi; Keping Yu; Shahid Mumtaz ; DRL-Based ComputationRate Maximization for Wireless Powered Multi-AP Edge Computing, IEEE Transactions on Communications, 2024, 72(2): 1105-1118.

(2) Shubin Zhang; Hui Gu; Kaikai Chi; Liang Huang; Keping Yu; Shahid Mumtaz; DRL-Based Partial Offloading for Maximizing Sum Computation Rate of Wireless Powered Mobile Edge Computing Network, IEEE Transactions on Wireless Communications, 2022, 21(12): 10934-10948.

(3) Shubin Zhang; Shuaiying Kong; Kaikai Chi; Liang Huang ; Energy Management for Secure Transmission in Wireless Powered Communication Networks, IEEE Internet of Things Journal, 2022, 9(2): 1171-1181.

(4) Shubin Zhang S; Jiajia Liu; Optimal Probabilistic Caching in Heterogeneous IoT Networks,IEEE Internet of Things Journal, 2020, 7(4): 3404-3414.

(5) Shubin Zhang S ; Wen Sun; Jiajia Liu ; Spatially Cooperative Caching and Optimization forHeterogeneous Network, IEEE Transactions on Vehicular Technology, 2019, 68(11): 11260-11270.

承担项目：

浙江省自然科学基金：大范围内容分发网络数据存储策略与性能优化方法研究，2021.12-2024.12，主持

横向课题：基于边缘计算的即时零售订单配送、管理分析一体化方案，2024.1-2027.1，主持

横向课题：基于边缘计算的电流智能检测方案研发，2023.6-2026.6，主持

目前担任程序设计基础A（留学生）、计算机导论（留学生）课程教师

所指导研究生获得优秀毕业生称号一人，研究生优秀成果奖一人。

张书彬研究工作成绩

期刊论文

[1].  Shubin Zhang, Hui Gu, Kaikai Chi*, Liang Huang, Keping Yu and S. Mumtaz, “DRL-Based Partial Offloading for Maximizing Sum Computation Rate of Wireless Powered Mobile Edge Computing Network”, IEEE Transactions on Wireless Communications, 2022, doi: 10.1109/TWC.2022.3188302. (CCF B类期刊)

[2].  Shubin Zhang, Shuaiying Kong, Kaikai Chi, Liang Huang. “Energy Management for Secure Transmission in Wireless Powered Communication Networks”,IEEE Internet of Things Journal, vol. 9, no. 2, pp. 1171-1181, 2022.（中科院一区）

[3].  Juncui Niu, Shubin Zhang*, Kaikai Chi, Guanqun Shen, Wei Gao, “Deep Learning for Online Computation Offloading and Resource Allocation in NOMA”, Computer Networks, Volume 216, 2022.（CCF B类）

[4].  Wenchao Chen, Guanqun Shen, Kaikai Chi, Shubin Zhang*, Xiaolong Chen, “DRL Based Partial Offloading for Maximizing Sum Computation Rate of FDMA-Based Wireless Powered Mobile Edge Computing”, Computer Networks, Volume 214, 2022, （CCF B类）

[5].  Weiwei Jin, Juan Sun, Kaikai Chi, Shubin Zhang*, “Deep Reinforcement Learning Based Scheduling for Minimizing Age of Information in Wireless Powered Sensor etworks”, Computer Communications, Volume 191, 2022.（CCF C类）

[6].  Wenchao Chen, Bincheng Zhu, Kaikai Chi, Shubin Zhang*: “DRL based offloading of industrial IoT applications in wireless powered mobile edge computing”. IET Communications. No.16, pp.951– 962, 2022.（CCF C类）

[7].  Juan Sun, Shubin Zhang*, Kaikai Chi, “Recourses Optimization for Secure Transmission in Wireless Powered Communication Networks”, Computer communications, vol.179, pp.82-91 2021. （CCF C类）

[8].  Juan Sun, Shubin Zhang*, Kaikai Chi, “Optimal time allocation for throughput maximization in backscatter assisted wireless powered communication networks”. IET Communications, vol.15, no.12, pp. 1620-1631, 2021. （CCF C类）

[9].  Shubin Zhang, and Jiajia Liu, “Optimal Probabilistic Caching in Heterogeneous IoT Networks”, IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3404-3414, 2020. （中科院一区）

[10].          Shubin Zhang, Wen Sun and Jiajia Liu, “Spatially Cooperative Caching and Optimization for Heterogeneous Network”, IEEE Transactions on Vehicular Technology, vol. 68, no. 11, pp. 11260-11270, 2019.（中科院二区）

[11].          Shubin Zhang, Wen Sun, Jiajia Liu and Nei Kato, “Physical Layer Security in Large Scale Probabilistic Caching: Analysis and Optimization”, IEEE Communications Letters. vol. 23, no. 9, pp. 1484-1487, 2019. （中科院二区）

[12].          Jiajia Liu（导师）, Shubin Zhang, Wen Sun and Yongpeng Shi, “In-Vehicle Network Attacks and Countermeasures: Challenges and Future Directions”, IEEE Network, vol. 31, no. 5, pp. 50-58, 2017. （中科院二区）

[13].          Jiahao Dai, Jiajia Liu, Yongpeng Shi, Shubin Zhang and Jianfeng Ma, “Analytical Modeling of Resource Allocation in D2D Overlaying Multi-hop Multi-channel Uplink Cellular Networks”, IEEE Transactions on Vehicular Technology, vol.66, no.8, pp: 6633 – 6644, 2017. （中科院二区）

会议论文

[1].  Senlei Bao, Shubin Zhang and Kaikai Chi, Policy Gradient based Channel Resource Allocation Strategy, 2022 31st Wireless and Optical Communications Conference (WOCC), 2022.

[2].  Yuanzhuo Wu, Shubin Zhang, Guanqun Shen and Gang Chen, Deep Reinforcement Learning for Online VRC Deployment in Mobile Edge Computing, 2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR), 2022

[3].  Xun Tong, Shuaiying Kong, Guanqun Shen, Shubin Zhang and Kaikai. Chi, Resource Allocation for Secure Transmission in Wireless Powered Communication Networks, 2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR), 2022

[4].  Shubin Zhang, Wen Sun and Jiajia Liu, “An Optimized Spatially Cooperative Caching Strategy for Heterogeneous Caching Network”, IEEE The International Wireless Communication and Mobile Computing Conference (IWCMC2019), 2019.

[5].  Shubin Zhang, Wen Sun and Jiajia Liu, “Analyzing Hit Probability of Spatial Correlated Caching for Heterogeneous Mobile Edge Computing”, IEEE International Conference on Wireless Communications and Signal Processing  (WCSP2018), 2018.

[6].  Huanhuan Li , Qian Luo , Shubin Zhang , Haibin Zhang and Jiajia Liu, “Data leakage between C/S communication: A case study on Android music app”, IEEE International Conference on Wireless Communications and Signal Processing  (WCSP2017), 2017.

专利

[1].  一种无线供能通信网络中利用干扰信号防窃听的信号功率启发式方法，孔帅颖，张书彬，池凯凯，黄亮，ZL202110383825.3

[2].  一种异构网络的空间协作缓存与优化方法，刘家佳，孙文，张海滨，郭鸿志，李宗俊，张书彬，ZL201910717939.2