中国矿业大学（徐州）计算机科学与技术学院研究生导师：张国鹏

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个人简介

-----基本情况-----

张国鹏，中国矿业大学 计算机学院，教授，硕士生导师;

IEEE会员，中国计算机学会会员，江苏省计算机与通信学会、嵌入式与物联网专委会委员;

主持国家级、省部级、校级科研项目10余项;

出版专著3部，申请/授权国内外发明专利10余项;发表SCI检索论文30余篇，EI检索论文30余篇。

------研究方向-----

理论与算法基础：机器学习(深度学习，强化学习)，大数据分析(图像处理，文本挖掘)。

应用领域：计算机视觉(图像理解，动目标检测)，多智能体系统(移动云计算、无人机、物联网)。

------学习经历-----

博士：西安电子科技大学，通信工程学院

博士后：英国埃塞克斯大学(University of Essex, UK)，计算机科学与电子工程学院(CSEE)

-----2020年研究生招生意向-----

1. 拟招收硕士研究生4~5名;

2. 专业技能要求：

1) 对数学要求较高;

2) 英语：阅读文献、撰写论文;

3) 专业：(1) Python程序设计，Linux操作系统，Tensorflow框架;或 (2) Matlab程序设计。

------联系方式-----

手机/微信：

邮箱：gpzhang@cumt.edu.cn

办公室：中国矿业大学 南湖校区 计算机学院 A-328-2

实验室：中国矿业大学 南湖校区 计算机学院 B-604

获奖、荣誉称号

2018，中国煤炭工业协会，科学技术奖，二等奖，2/13

2018，江苏省科技厅，科学技术奖，三等奖，4/11

2016，中国电子学会，科学技术奖，三等奖，3/5

2016，徐州市科技局，科学技术奖，二等奖，4/7

2015，中国矿业大学，优秀青年骨干教师，1/1

社会、学会及学术兼职

电子科技大学，客座教授

美国电气工程师协会IEEE，会员

中国计算机学会，会员

江苏省计算机与通信学会，专委会会员

江苏省嵌入式与物联网学会，专委会委员

研究领域

理论与算法基础：机器学习(深度学习，强化学习)，大数据分析(图像处理，文本挖掘)。

应用领域：计算机视觉(图像理解，动目标检测)，多智能体系统(移动云计算、无人机、物联网)。

科研项目

按项目批准日期倒序：

09. 2020，国家自然科学基金面上项目——挑战环境空地一体化物联网多资源协同配置关键问题研究;

08. 2019, 企业合作项目——面向国产智能处理器的教学实验平台开发;

07. 2015，西安电子科技大学综合业务网国家重点实验室开放基金项目——基于认知无线电和协作通信的室外Femtocell网络频谱资源管理问题研究;

06. 2015，中央高校基本科研业务费专项资金——煤矿井下复杂环境中面向QoS的无线多媒体数据流传输关键技术研究;

05. 2014，国家自然科学基金面上项目——煤矿井下灾后救援网络重构与应急数据流传输关键问题研究;

04. 2012，江苏省自然科学基金项目——基于UWB/WMSN的感知矿山物联网数据传输关键技术研究;

03. 2010，中国博士后基金面上资助项目——基于UWB和协作MIMO技术的井下无线传感器网络物理层性能分析;

02. 2010，中央高校基本科研业务费专项资金——基于UWB和协作MIMO技术的井下无线多媒体传感器网络跨层设计与优化研究;

01. 2010，江苏省博士后科研资助计划项目——基于无线多媒体传感网的感知矿山物联网基础理论与关键技术研究。

发表论文

期刊论文(Journal Paper)：

-----2019 [J]-----

Yao Du, Kun Yang, Kezhi Wang, Guopeng Zhang, Yizhe Zhao, and Dongwei Chen, “Joint resources and workflow scheduling in UAV-enabled wirelessly-powered MEC for IoT systems,” IEEE Transactions on Vehicular Technology, pp. 1–14, Aug. 2019, DOI: 10.1109/TVT.2019.2935877, Early Access.

Haifeng Jiang, Guangzhi Han, He Wang, Xinping Li, and Guopeng Zhang, "Fuzzy-logic-based data-differentiated service supported routing protocol for emergency communication networks in underground mines," International Journal of Distributed Sensor Networks, vol. 15, no. 7, pp. 1-16, 2019.

Nanxing Liao, Guopeng Zhang, Jiansheng Qian, Deqiang Cheng, and Kun Yang, "Fair and efficient rate allocation for wireless-powered machine-type communication networks," Mobile Information Systems, vol. 2019, pp. 1-11, 2019.

Jiaming Zhu, Guopeng Zhang, Zongwei Zhu, and Kun Yang, "Joint time switching and transmission scheduling for wireless-powered body area networks," Mobile Information Systems, vol. 2019, pp. 1-11, 2019.

Shuai Shen, Jiansheng Qian, Deqiang Cheng, Kun Yang, and Guopeng Zhang, "A sum-utility maximization approach for fairness resource allocation in wireless powered body area networks," IEEE Access, vol. 7, pp. 20014-20022, 2019.

Junyi Wei, Kun Yang, Guopeng Zhang, and Xiaofeng Lu, "A QoS-aware joint power and subchannel allocation algorithm for mobile network virtualization," Wireless Personal Communications, vol. 104, no. 2, pp. 507-526, 2019.

-----2017 [J]-----

霍羽, 郑红党, 胡延军, 张国鹏. 矿用天线在矩形巷道中应用的最佳波束指标[J]. 煤炭学报, 2017(10): 290-296.

Ru Wang, Jia Liu, Guopeng Zhang, Shuanghong Huang, and Ming Yuan, "Energy efficient power allocation for relay-aided D2D communications in 5G networks," China Communications, vol. 14, no. 6, pp. 54-64, 2017.

王德铭, 田爱军, 张国鹏. 轨道交通无线网络通信中的可靠性评估系统改进设计[J]. 现代电子技术, 2017, 40(4): 19-23.

Guopeng Zhang, Kun Yang, Haifeng Jiang, Xiaofeng Lu, Ke Xu, and Lianming Zhang, "Equilibrium price and dynamic virtual resource allocation for wireless network virtualization," Mobile Networks and Applications, vol. 22, no. 3, pp. 564-576, 2017.

Ru Wang, Deqiang Cheng, Guopeng Zhang, Youxiong Lu, Jin Yang, Liqiang Zhao, and Kun Yang, "Joint relay selection and resource allocation in cooperative device-to-device communications," AEU - International Journal of Electronics and Communications, vol. 73, pp. 50-58, March 2017.

Guopeng Zhang, Ao Li, Yong Zhou, and Yao Du, "Towards underlying radio technologies for LTE based public safety networks," Journal of Computers, vol. 12, no. 2, pp. 97-104, 2017.

Guopeng Zhang, Zuyan Wang, Jie Gu, Kun Yang, and Peng Liu, "Performance analysis of two cooperative multicast schemes in cellular networks," Wireless Personal Communications, vol. 95, no. 2, pp. 1317-1331, 2017.

-----2016 [J]-----

Peng Liu, Yihua Huang, Lei Meng, Siyuan Gong, and Guopeng Zhang, "Two-stage extreme learning machine for high-dimensional data," International Journal of Machine Learning and Cybernetics, vol. 7, no. 5. pp. 765-772, Octor 2016.

Yaoyuan Zhang, Liqiang Zhao, Nan Li, Guopeng Zhang, and Hsiao-Hwa Chen, "A virtualized resource management scheme for heterogeneous cellular networks," Wireless Communications and Mobile Computing, vol. 16, no. 17, pp. 3163-3174, October 2016.

Guopeng Zhang, Kun Yang, and Hsiao-Hwa Chen, "Socially aware cluster formation and radio resource allocation in D2D networks," IEEE Wireless Communications, vol. 23, no. 4, pp. 68-73, 2016.

Guopeng Zhang, Ao Li, Kun Yang, Liqiang Zhao, Yao Du, and Deqiang Cheng, "Optimal power control for delay-constraint machine type communications over cellular networks," IEEE Communications Letters, vol. 20, no. 6, pp. 1168-1171, 2016.

李坤, 刘鹏, 吕雅洁, 张国鹏, 黄宜华. 基于Spark的LIBSVM参数优选并行化算法[J]. 南京大学学报(自然科学), 2016, 52(2): 343-352.

Guopeng Zhang, Ao Li, Kun Yang, Liqiang Zhao, Yao Du, and Deqiang Cheng, "Energy-efficient power and time-slot allocation algorithm for cellular-enabled M2M communications," IEEE Communications Letters, vol. 20, no. 2, pp. 368-371, 2016.

-----2015 [J]-----

Guopeng Zhang, Kun Yang, Ke Xu, and Yongquan Dong, "A bargaining game theoretic method for virtual resource allocation in LTE-based cellular networks," SCIENCE CHINA Information Sciences, vol. 58, no. 12, pp. 1-9, 2015.

张国鹏, 刘鹏, 丁恩杰. 煤矿应急通信网络的拓扑重构和数据传输研究[J]. 煤炭科学技术, 2015, 43(11): 95-100.

Guopeng Zhang, Peng Liu, Kun Yang, Yao Du, and Yanjun Hu, "Orthogonal resource sharing scheme for device-to-device (D2D) communication overlaying cellular networks: a cooperative relay based approach," SCIENCE CHINA Information Science, vol. 58, no.10, pp. 1-9, 2015.

Guopeng Zhang, Kun Yang, Peng Liu, and Junyi Wei, "Power allocation for full-duplex relaying based D2D communication underlaying cellular networks," IEEE Transactions on Vehicular Technology, vol. 64, no. 10, pp. 4911-4916, 2015.

Guopeng Zhang, Kun Yang, Peng Liu, and Yao Du, "Using full duplex relaying in device-to-device (D2D) based wireless multicast services: a two-user case," SCIENCE CHINA Information Science, vol. 58, no. 8, pp. 1-7, 2015.

Guopeng Zhang, Kun Yang, Shuanshuan Wu, Xiaoyong Mei, and Zhikai Zhao, "Efficient power control for half-duplex relay based D2D networks under sum power constraints," Wireless Networks, vol. 21, no. 7, pp. 2345-2355, 2015.

Guopeng Zhang, Kun Yang, and Peng Liu, "A distributed algorithm for bandwidth resource sharing in relay-aided wireless cellular networks: from the perspective of economic equilibrium theory," Wireless Personal Communications, vol. 82, no. 1, pp. 435-449, 2015.

-----2014 [J]-----

Guopeng Zhang, Kun Yang, Peng Liu, and Dongdai Zhou, "Fair and efficient spectrum resource allocation and admission control for multi-user and multi-relay cellular networks," Wireless Personal Communications, vol. 78, no. 1, pp. 347-373, 2014.

张国鹏, 刘鹏, 丁恩杰. 矿井超宽带无线中继传输的误码率性能[J]. 应用科学学报, 2014, 32(5): 508-514.

张国鹏, 刘鹏, 丁恩杰. 多天线阵列的矿井超宽带无线通信系统[J]. 应用科学学报, 2014, 32(4): 357-364.

-----2013 [J]-----

Guopeng Zhang, Peng Liu, and Enjie Ding, "Pareto optimal time-frequency resource allocation for selfish wireless cooperative multicast networks". SCIENCE CHINA Information Sciences, vol. 56, no. 12, pp. 1-8, 2013.

张国鹏, 王艳芬, 丁恩杰. 矿井无线多媒体传感器网络UWB信号收发策略研究[J]. 煤炭科学技术, 2013, 41(12): 71-75.

Guopeng Zhang, Ping Li, Dongdai Zhou, Kun Yang, and Enjie Ding, "Optimal power control for wireless cooperative relay networks: a cooperative game theoretic approach," International Journal of Communication Systems, vol. 26, no. 11, pp. 1395-1408, 2013.

Guopeng Zhang, Enjie Ding, Kun Yang, and Peng Liu, "A suboptimal joint bandwidth and power allocation for cooperative relay networks: a cooperative game theoretic approach," SCIENCE CHINA Information Sciences, vol. 56, no.7, pp. 1-12, 2013.

Guopeng Zhang, Kun Yang, Peng Liu, and Xiaolong Feng, "Incentive mechanism for multiuser cooperative relaying in wireless ad hoc networks: a resource-exchange based approach," Wireless Personal Communications, vol. 73, no. 3, pp. 697-715, 2013.

Guopeng Zhang, Kun Yang, Jinling Song, and Yanwei Li, "Fair and efficient spectrum splitting for unlicensed secondary users in cooperative cognitive radio networks," Wireless Personal Communications, vol. 71, no. 1, pp. 299-316, 2013.

-----2012 [J]-----

Guopeng Zhang, Kun Yang, Peng Liu, Enjie Ding, and Yali Zhong, "Joint channel bandwidth and power allocation game for selfish cooperative relaying networks," IEEE Transactions on Vehicular Technology, vol. 61, no. 9, pp. 4142-4156, 2012.

Guopeng Zhang, Kun Yang, and Peng Liu, "Fair and efficient relay selection and spectrum allocation for multi-user and multi-relay cooperative cellular networks," IEEE Communications Letters, vol. 16, no. 10, pp. 1532-1535, 2012.

丁恩杰, 张国鹏. 感知矿山物联网特征及关键技术[J]. 中国科技成果, 2012, 17: 53-54.

Guopeng Zhang, Yali Zhong, and Enjie Ding, "Game theoretic sub-carrier and power allocation for wireless OFDMA networks," International Jouranl of Automation and Computing, vol. 9, no. 4, pp. 414-419, 2012.

张国鹏, 丁恩杰, 涂相华. 基于博弈论的协作中继策略[J]. 中国矿业大学学报, 2012, 41(3): 504-509.

刘鹏, 张申, 巩思园, 张国鹏, 丁恩杰. 基于SaaS的矿震远程预警系统关键技术初探[J]. 工矿自动化, 2012, 5: 1-5.

Guopeng Zhang, Kun Yang, and Hsiao-Hwa Chen, "Resource allocation for wireless cooperative networks: a unified cooperative bargaining game theoretic framework," IEEE Wireless Communications, vol.19, no. 2, pp. 38-43, 2012.

Enjie Ding, Guopeng Zhang, Peng Liu, and Kun Yang, "Energy-efficient power allocation for selfish cooperative communication networks using bargaining game," SCIENCE CHINA Information Sciences, vol. 55, no. 4, pp. 795-804, 2012.

Guopeng Zhang, Peng Liu, and Enjie Ding. "Bargaining game theoretic powercontrol in selfish cooperative relay networks," International Journal of Automation and Computing, vol. 9, no. 2, pp.221-224, 2012.

Guopeng Zhang, Kun Yang, Qingsong Hu, Peng Liu, and Enjie Ding. "Bargaining game theoretic framework for stimulating cooperation in wireless cooperative multicast networks," IEEE Communications Letters, no. 16, no. 2, pp. 208-211, 2012.

邱芬, 顾洁, 张国鹏. 无线局域网中多用户接入控制的博弈论算法[J]. 武汉理工大学学报, 2012, 34(1): 137-140.

丛犁, 张海林, 刘毅, 赵力强, 张国鹏. 基于粒子群优化的协作网络资源分配的博弈策略[J]. 吉林大学学报(工学版), 2012, 42(1): 207-212.

-----2011 [J]-----

刘鹏, 丁恩杰, 赵小虎, 杨小冬, 张国鹏. OFDMA网络比例公平性的中继资源分配[J]. 中国矿业大学学报, 2011, 40(6): 976-982.

刘鹏, 张国鹏, 杨小冬, 赵小虎, 丁恩杰. 基于UWB的井下无线传感网信道模型研究[J]. 武汉理工大学学报, 2011, 33(6): 139-143.

丁恩杰, 张国鹏. 协作OFDMA网络中公平的中继资源分配[J]. 武汉理工大学学报, 2011, vol. 33, no. 3, pp. 157-160.

Guopeng Zhang, Kun Yang, Peng Liu, and Enjie Ding. "Achieving user cooperation diversity in TDMA-based wirelessnetworks using cooperative game theory," IEEE Communication Letters, vol. 15, no. 2, pp. 154-156, 2011.

Guopeng Zhang, Peng Liu, and Enjie Ding, "Energy efficient resource allocationin noncooperative multi-cell OFDMA systems," Journal of System Engineering and Electronics, vol. 22, no.1, pp. 53-58, 2011.

Li Cong, Liqiang Zhao, Hailin Zhang, Kun Yang, and Guopeng Zhang, and Wenkai Zhu, "Pricing-based game for spectrum allocation in multi-relay cooperative transmission networks," IET Communications, vol. 5, no. 4, pp. 563-573, 2011.

Li Cong, Liqiang Zhao, Kun Yang, Guopeng Zhang, and Hailin Zhang, "A Stackelberggame for resource allocation in multiuser cooperative transmission network," Wireless Communications and Mobile Computing, vol. 11, no. 1, pp.129-141, 2011.

-----2010 [J]-----

张国鹏, 顾洁, 刘鹏, 丁恩杰. 无线传感器网络中基于博弈论的协作通信策略[J]. 武汉理工大学学报, 2010, 32(19): 133-136.

Guopeng Zhang, Kun Yang, and Enjie Ding. "Power allocation scheme for selfish cooperative communications based on game theory and particle swarm optimizer," SCIENCE CHINA Information Sciences, vol. 53, no. 9, pp. 1908-1912, 2010.

-----2009 [J]-----

Na Lv, Yuetong Zhang, and Guopeng Zhang, "Cooperative game theoretic load balancing scheme withadmission control in IEEE 802.11 WLANs," Journal of Systems Engineering and Electronics, vol. 20, no. 6, pp. 1361-1365, 2009.

张国鹏, 赵力强, 张海林. 应用于802.11e无线局域网QoS区分的新机制[J]. 西安电子科技大学学报, 2009, 36(4): 608-613.

Guopeng Zhang, Hailin Zhang, Liqiang Zhao, Wei Wang, and Li Cong, "Fair resource sharing for cooperative relay networks using nash bargaining solutions," IEEE Communications Letters, vol. 13, no. 6, pp. 381-383, 2009.

Guopeng Zhang, Li Cong, Liqiang Zhao, and Hailin Zhang, "Competitive resource sharing based on game theory in cooperative relay networks," ETRI Journal, vol. 31, no. 1, pp. 89-91, 2009.

张国鹏, 张海林, 赵力强. WLAN中基于协作博弈的比例公平性带宽分配机制[J]. 西安电子科技大学学报, 2009, 36(1): 87-93.

赵力强, 郭乐, 张国鹏, 张海林. 基于博弈论的无线传感器网络优化MAC协议[J]. 计算机工程, 2009, 35(2): 116-117.

-----2008 [J]-----

张国鹏, 邹向毅, 赵力强, 张海林. 基于效用最大化的IEEE 802.11 DCF性能分析及改进[J]. 电子与信息学报, 2008, 30(12):3027-3030.

赵力强, 邹向毅, 张国鹏, 张海林. 基于博弈理论的无线Ad Hoc网络MAC协议研究[J]. 计算机工程, 2008, 34(12): 79-81.

赵锦琳, 张国鹏, 张海林. 无线Mesh网络MAC性能的博弈分析及优化[J]. 计算机科学, 2008, 35(11): 88-91.

张国鹏, 张海林. 无线局域网中业务流接入控制的博弈论算法[J]. 西安电子科技大学学报, 2008, 35(5): 805-810.

张国鹏, 赵力强, 张海林. 基于演化博弈论的移动Ad Hoc网络中继协作机制[J]. 控制与决策, 2008, 23(9): 1077-1080.

吕娜, 徐德民, 徐浩翔, 张国鹏. 基于非完全信息动态博弈论的无线局域网MAC协议[J]. 西北工业大学学报, 2008, 26(5): 1-4.

-----2007 [J]-----

张国鹏, 张海林, 赵力强. Ad Hoc网络中继协作机制的博弈分析[J]. 系统工程与电子技术, 2007, 29(10): 1742-1745.

-----2004 [J]-----

张国鹏. 基于事务的Web日志挖掘在远程教育中的应用[J]. 现代计算机, 2004, 8: 1-4.

张淼, 张国鹏. 个性化远程教育平台的研究与实现[J]. 计算机时代, 2004, 8: 36-43.

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会议论文(Conference Paper)

-----2019 [C]-----

Yao Du, Kezhi Wang, Kun Yang, and Guopeng Zhang, “Trajectory design of laser-powered multi-drone enabled data collection system for smart cities,” in Proceedings of 2019 IEEE Global Communications Conference (GLOBECOM 2019), 9-13 Dec. 2019, Waikoloa, HI, USA, pp. 1-6. Accepted.

Liang Wang, Peiqiu Huang, Kezhi Wang, Guopeng Zhang, Lei Zhang, Nauman Aslam, and Kun Yang, "RL-based user association and resource allocation for multi-UAV enabled MEC," in Proceedings of The 15th International Wireless Communications and Mobile Computing Conference (IWCMC 2019), Tangier, Morocco, 24-28 June, 2019, pp. 1-5.

-----2018 [C]-----

Yao Du, Kezhi Wang, Kun Yang, and Guopeng Zhang, “Energy-efficient resource allocation in UAV based MEC system for IoT devices,” In Proceedings of 2018 IEEE Global Communications Conference (Globecom 2018), 9-13 December 2018, Abu Dhabi, UAE, pp. 1-6.

Guopeng Zhang, Jiansheng Qian, Shuo Xiao, and Jie Gu, “Hierarchical resource allocation scheme for M2M communications enabled by cellular networks,” in Proceedings of The 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Shanghai, China, 7-11 May 2018, pp. 1-6.

-----2016 [C]-----

Guopeng Zhang, Jie Gu, Shuo Xiao, Jun Deng, and Jinbai Zhao, “Game theoretic approach to spectrum resource sharing and pricing in cooperative cognitive radio networks,” in Proceedings of the 6th International Workshop on Computer Science and Engineering (WCSE), Tokyo, Japan, 17-19 June 2016, pp. 150-154.

-----2015 [C]-----

Guopeng Zhang, Shuanshuan Wu, Lin Chen, Bo Dai, Ru Wang, Liqiang Zhao, and Kun Yang, "Joint relay selection and resource allocation for D2D-enabled cellular communications," in Proceedings of the 14th IEEE International Conference on Ubiquitous Computing and Communications (IUCC), Liverpool, UK, 26-28 October 2015, pp. 1186-1192.

Junyi Wei, Kun Yang, Guopeng Zhang, and Zheng Hu, "Pricing-based power allocation in wireless network virtualization: a game approach," in Proceedings of The 11th International Wireless Communications and Mobile Computing Conference (IWCMC), Dubrovnik, Croatia, 24-28 August 2015, pp. 1-5.

Guopeng Zhang, Kun Yang, Junyi Wei, Ke Xu, and Peng Liu, "Virtual resource allocation for wireless virtualization networks (WVNs) using market equilibrium theory," in Proceedings of 2015 IEEE Conference on Computer Communications (INFOCOM 2015), Workshops on Mobile Cloud and Virtualization (MCV), Kowloon, Hong Kong, April 26 - May 1, 2015, pp. 366-371.

-----2014 [C]-----

Junyi Wei, Kun Yang, Guopeng Zhang, and Zheng Hu, "An evolved elastic resource virtualization algorithm for OFDMA-based wireless networks," in Proceedings of the International Conference on Multimedia, Communication and Computing Application (MCCA), Xiamen, China, 16-17 October 2014, pp. 3-7.

刘鹏, 滕家雨, 张国鹏, 胡延军, 黄宜华. 基于Spark的大规模文本k-means并行聚类算法[C]. 第二届CCF大数据学术会议论文集. 中国 北京: 中国计算机协会, 2014: 1-6.

-----2012 [C]-----

Guopeng Zhang, Kun Yang, Yanjun Hu, Xiaoji Li, and Liang Hu, "Fair and efficient spectrum splitting for cooperative cognitive radio networks," in Proceedings of 2012 IEEE Global Communications Conference (GLOBECOM 2012), Anaheim, California, USA, 3-7 December 2012, pp. 4916-4920.

Guopeng Zhang, Kun Yang, Peng Liu, Xiaodong Yang, and Enjie Ding, "Resource-exchange based cooperation stimulating mechanism for wireless ad hoc networks," in Proceedings 2012 IEEE International Conference on Communications (ICC 2012), Ottawa, Canada, 10-15 June 2012, pp. 297-301.

-----2011 [C]-----

Guopeng Zhang, Li Cong, Enjie Ding, Kun Yang, and Xiaodong Yang, "Fair and efficient resource sharing for selfish cooperative communication networks using cooperative game theory," in Proceedings of 2011 IEEE International Conference on Communications (ICC 2011), Kyoto, Japan, 5-9 June 2011, pp. 1-5.

-----2008 [C]-----

Guopeng Zhang and Hailin Zhang, "Adaptive resource allocation for downlink OFDMA networks using cooperative game theory," in Proceedings of The 11th IEEE International Conference on Communication Systems (ICCS), Guangzhou, China, 19-21 November 2008, pp. 313-316.

Liqiang Zhao, Le Guo, Guopeng Zhang, Hailin Zhang, and Kun Yang, "An energy-efficient MAC protocol for WSNs: game-theoretic constraint optimization,” in Proceedings of The 11th IEEE International Conference on Communication Systems (ICCS), Guangzhou, China, 19-21 November 2008, pp. 114-148.

Na Lv, Demin Xu, and Guopeng Zhang, "Load balancing scheme for wireless LANs based on cooperative game theory," in Proceedings of China-Ireland International Conference on Information and Communications Technologies (CIICT), Beijing, China, 26-28 September 2008, pp. 476-478.

Guopeng Zhang and Hailin Zhang, "Modeling IEEE 802.11 DCF in wireless LANs as a dynamic game with incomplete information," in Proceedings of IET International Conference on Wireless, Mobile and Multimedia Networks (ICWMMN), Mumbai, India, 11-12 January 2008, pp. 252-255.

-----2007 [C]-----

Guopeng Zhang, Hailin Zhang, and Liqiang Zhao, "A novel MAC scheme for wireless LANs from the perspective of game theory," in Proceedings of The 2nd IET International Communication Conference on Wireless, Mobile and Sensor Networks (ICCWMSN), Shanghai, China, 12-14 December 2007, pp. 147-151.

Junyi Wei, Kun Yang, Guopeng Zhang, Xiaofeng Lu:

出版专著和教材

张国鹏, 钱建生. 基于超宽带无线电的矿山无线通信技术研究[M]. 徐州: 中国矿业大学出版社, 2017.(ISBN: 978-7-5646-3749-1)

胡克想, 张国鹏. 基于量子态调控的量子信息隐形传输[M]. 徐州: 中国矿业大学出版社, 2017.(ISBN: 978-7-5646-2855-0)

张国鹏. 基于博弈论的无线网络资源竞争与协作机制研究[M]. 徐州: 中国矿业大学出版社, 2011.(ISBN: 978-7-5646-1262-7)

博士学位论文: 张国鹏. 基于博弈论的无线网络资源竞争与协作机制研究[D]. 西安: 西安电子科技大学通信工程学院, 2009

硕士学位论文：张国鹏. 基于日志分析的分布式信息源更新监测方法的研究与实现[D]. 广州: 华南师范大学计算机学院, 2005

科研创新

张国鹏, 李奥, 肖硕, 赵金柏, 邓俊, 杨延洲, 刘鹏, 程德强, 分层M2M网络中网关和终端发射功率的协同控制方法[P]. 中国发明专利, 201610084208.5, 2016-2-14.(授权日期: 2019-4-3)

张国鹏, 刘鹏, 肖硕, 杜耀, 靳文斌, 林育德, 周凯, 程德强, 移动网络中H2H和M2M终端发射功率协同控制方法[P]. 中国发明专利, 201610084209.X, 2016-2-14.(授权日期: 2019-3-12)

张国鹏, 李奥, 杜耀, 嵌入M2M的蜂窝网络中高能效的发射功率和传输时隙分配方案[P], 中国发明专利, 201510624229.7, 2015-9-28.(已受理)

张国鹏, 杜耀, 刘鹏, 李坤. 一种基于效用函数和价格机制的频谱资源分配方法[P]. 中国发明专利, 201510129023.7, 2015-03-23.(授权日期: 2018-07-10)

张国鹏, 刘鹏. 嵌入D2D的蜂窝网络中基于全双工中继的功率控制方法[P]. 中国发明专利, 201410589654.2, 2014-10-28.(授权日期: 2018-07-06)

张国鹏, 刘鹏. D2D蜂窝网络中基于时域半双工中继的功率控制方法[P]. 中国发明专利, 201410588547.8, 2014-10-28.(授权日期: 2018-02-09)

教学活动

人工智能

机器学习

数学优化方法

智能算法

数理统计

通信网络

计算机组成原理

指导学生情况

-----2019级-----

衣泰州

张楠

吕振虎

王昊天

周亚

孙苏俊杰

刘钊

-----2018级-----

李坤

朱佳明

王朕

谭玉莹

夏嗣礼

李小曼

-----2017级-----

廖南星

孙炜策(东南大学 博士研究生)

谌慧敏

刘燕

张丙鑫

王文雅

-----2016级-----

王祖研(东南大学 博士研究生)

申帅(电子科技大学 博士研究生)

阿扎迈特

-----2015级-----

李奥(中国电子科技集团公司第四十一研究所)

张锦瑞(中国铁路通信信号集团 )

刘晨(中国联通)

我的团队

-----实验室简介-----

以机器学习、大数据分析的理论和算法为基础，探索、研究其在计算机视觉和多智能系统中的应用。

1. 工作条件：

1) 计算资源：目前实验室配备三台高性能工作站，共6块1080ti GPU，满足研究生运行机器学习算法和大数据分析的需要。

2. 升学与就业前景：

本实验室有着良好的学习和工作氛围，自2016年成立以来：

1) 2位本科生分别保送到电子科技大学、天津大学攻读硕士学位研究生;

2) 2位研究生考入东南大学攻读博士学位;

3) 毕业的研究生就职于中国电子科技集团、中国铁路集团、中国联通等单位。

3. 研究方向：

1) 理论与算法基础：机器学习(深度学习，强化学习)，大数据分析(图像处理，文本挖掘)。

2) 应用领域：计算机视觉(图像理解，动目标检测)，多智能体系统(移动云计算、无人机、物联网)。

-----2020年研究生招生意向-----

1. 拟招收硕士研究生4~5名;

2. 专业技能要求：

1) 对数学要求较高;

2) 英语：阅读文献、撰写论文;

3) 专业：(1) Python程序设计，Linux操作系统，Tensorflow框架;或 (2) Matlab程序设计。