中國礦業大學（徐州）

個人簡介

-----基本情況-----

張國鵬，中國礦業大學 計算機學院，教授，碩士生導師;

IEEE會員，中國計算機學會會員，江蘇省計算機與通信學會、嵌入式與物聯網專委會委員;

主持國家級、省部級、校級科研項目10余項;

出版專著3部，申請/授權國內外發明專利10余項;發表SCI檢索論文30余篇，EI檢索論文30余篇。

------研究方向-----

理論與算法基礎：機器學習(深度學習，強化學習)，大數據分析(圖像處理，文本挖掘)。

應用領域：計算機視覺(圖像理解，動目標檢測)，多智能體系統(移動云計算、無人機、物聯網)。

------學習經歷-----

博士：西安電子科技大學，通信工程學院

博士后：英國埃塞克斯大學(University of Essex, UK)，計算機科學與電子工程學院(CSEE)

-----2020年研究生招生意向-----

1. 擬招收碩士研究生4~5名;

2. 專業技能要求：

1) 對數學要求較高;

2) 英語：閱讀文獻、撰寫論文;

3) 專業：(1) Python程序設計，Linux操作系統，Tensorflow框架;或 (2) Matlab程序設計。

------聯系方式-----

手機/微信：

郵箱：gpzhang@cumt.edu.cn

辦公室：中國礦業大學 南湖校區 計算機學院 A-328-2

實驗室：中國礦業大學 南湖校區 計算機學院 B-604

獲獎、榮譽稱號

2018，中國煤炭工業協會，科學技術獎，二等獎，2/13

2018，江蘇省科技廳，科學技術獎，三等獎，4/11

2016，中國電子學會，科學技術獎，三等獎，3/5

2016，徐州市科技局，科學技術獎，二等獎，4/7

2015，中國礦業大學，優秀青年骨干教師，1/1

社會、學會及學術兼職

電子科技大學，客座教授

美國電氣工程師協會IEEE，會員

中國計算機學會，會員

江蘇省計算機與通信學會，專委會會員

江蘇省嵌入式與物聯網學會，專委會委員

研究領域

理論與算法基礎：機器學習(深度學習，強化學習)，大數據分析(圖像處理，文本挖掘)。

應用領域：計算機視覺(圖像理解，動目標檢測)，多智能體系統(移動云計算、無人機、物聯網)。

科研項目

按項目批準日期倒序：

09. 2020，國家自然科學基金面上項目——挑戰環境空地一體化物聯網多資源協同配置關鍵問題研究;

08. 2019, 企業合作項目——面向國產智能處理器的教學實驗平臺開發;

07. 2015，西安電子科技大學綜合業務網國家重點實驗室開放基金項目——基于認知無線電和協作通信的室外Femtocell網絡頻譜資源管理問題研究;

06. 2015，中央高�；�本科研業務費專項資金——煤礦井下復雜環境中面向QoS的無線多媒體數據流傳輸關鍵技術研究;

05. 2014，國家自然科學基金面上項目——煤礦井下災后救援網絡重構與應急數據流傳輸關鍵問題研究;

04. 2012，江蘇省自然科學基金項目——基于UWB/WMSN的感知礦山物聯網數據傳輸關鍵技術研究;

03. 2010，中國博士后基金面上資助項目——基于UWB和協作MIMO技術的井下無線傳感器網絡物理層性能分析;

02. 2010，中央高�；�本科研業務費專項資金——基于UWB和協作MIMO技術的井下無線多媒體傳感器網絡跨層設計與優化研究;

01. 2010，江蘇省博士后科研資助計劃項目——基于無線多媒體傳感網的感知礦山物聯網基礎理論與關鍵技術研究。

發表論文

期刊論文(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, 鄭紅黨, 胡延軍, 張國鵬. 礦用天線在矩形巷道中應用的最佳波束指標[J]. 煤炭學報, 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.

王德銘, 田愛軍, 張國鵬. 軌道交通無線網絡通信中的可靠性評估系統改進設計[J]. 現代電子技術, 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, 劉鵬, 呂雅潔, 張國鵬, 黃宜華. 基于Spark的LIBSVM參數優選并行化算法[J]. 南京大學學報(自然科學), 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.

張國鵬, 劉鵬, 丁恩杰. 煤礦應急通信網絡的拓撲重構和數據傳輸研究[J]. 煤炭科學技術, 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.

張國鵬, 劉鵬, 丁恩杰. 礦井超寬帶無線中繼傳輸的誤碼率性能[J]. 應用科學學報, 2014, 32(5): 508-514.

張國鵬, 劉鵬, 丁恩杰. 多天線陣列的礦井超寬帶無線通信系統[J]. 應用科學學報, 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.

張國鵬, 王艷芬, 丁恩杰. 礦井無線多媒體傳感器網絡UWB信號收發策略研究[J]. 煤炭科學技術, 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, 張國鵬. 感知礦山物聯網特征及關鍵技術[J]. 中國科技成果, 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.

張國鵬, 丁恩杰, 涂相華. 基于博弈論的協作中繼策略[J]. 中國礦業大學學報, 2012, 41(3): 504-509.

劉鵬, 張申, 鞏思園, 張國鵬, 丁恩杰. 基于SaaS的礦震遠程預警系統關鍵技術初探[J]. 工礦自動化, 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, 顧潔, 張國鵬. 無線局域網中多用戶接入控制的博弈論算法[J]. 武漢理工大學學報, 2012, 34(1): 137-140.

叢犁, 張海林, 劉毅, 趙力強, 張國鵬. 基于粒子群優化的協作網絡資源分配的博弈策略[J]. 吉林大學學報(工學版), 2012, 42(1): 207-212.

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

劉鵬, 丁恩杰, 趙小虎, 楊小冬, 張國鵬. OFDMA網絡比例公平性的中繼資源分配[J]. 中國礦業大學學報, 2011, 40(6): 976-982.

劉鵬, 張國鵬, 楊小冬, 趙小虎, 丁恩杰. 基于UWB的井下無線傳感網信道模型研究[J]. 武漢理工大學學報, 2011, 33(6): 139-143.

丁恩杰, 張國鵬. 協作OFDMA網絡中公平的中繼資源分配[J]. 武漢理工大學學報, 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]-----

張國鵬, 顧潔, 劉鵬, 丁恩杰. 無線傳感器網絡中基于博弈論的協作通信策略[J]. 武漢理工大學學報, 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.

張國鵬, 趙力強, 張海林. 應用于802.11e無線局域網QoS區分的新機制[J]. 西安電子科技大學學報, 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.

張國鵬, 張海林, 趙力強. WLAN中基于協作博弈的比例公平性帶寬分配機制[J]. 西安電子科技大學學報, 2009, 36(1): 87-93.

趙力強, 郭樂, 張國鵬, 張海林. 基于博弈論的無線傳感器網絡優化MAC協議[J]. 計算機工程, 2009, 35(2): 116-117.

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

張國鵬, 鄒向毅, 趙力強, 張海林. 基于效用最大化的IEEE 802.11 DCF性能分析及改進[J]. 電子與信息學報, 2008, 30(12):3027-3030.

趙力強, 鄒向毅, 張國鵬, 張海林. 基于博弈理論的無線Ad Hoc網絡MAC協議研究[J]. 計算機工程, 2008, 34(12): 79-81.

趙錦琳, 張國鵬, 張海林. 無線Mesh網絡MAC性能的博弈分析及優化[J]. 計算機科學, 2008, 35(11): 88-91.

張國鵬, 張海林. 無線局域網中業務流接入控制的博弈論算法[J]. 西安電子科技大學學報, 2008, 35(5): 805-810.

張國鵬, 趙力強, 張海林. 基于演化博弈論的移動Ad Hoc網絡中繼協作機制[J]. 控制與決策, 2008, 23(9): 1077-1080.

呂娜, 徐德民, 徐浩翔, 張國鵬. 基于非完全信息動態博弈論的無線局域網MAC協議[J]. 西北工業大學學報, 2008, 26(5): 1-4.

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

張國鵬, 張海林, 趙力強. Ad Hoc網絡中繼協作機制的博弈分析[J]. 系統工程與電子技術, 2007, 29(10): 1742-1745.

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

張國鵬. 基于事務的Web日志挖掘在遠程教育中的應用[J]. 現代計算機, 2004, 8: 1-4.

張淼, 張國鵬. 個性化遠程教育平臺的研究與實現[J]. 計算機時代, 2004, 8: 36-43.

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會議論文(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.

劉鵬, 滕家雨, 張國鵬, 胡延軍, 黃宜華. 基于Spark的大規模文本k-means并行聚類算法[C]. 第二屆CCF大數據學術會議論文集. 中國 北京: 中國計算機協會, 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:

出版專著和教材

張國鵬, 錢建生. 基于超寬帶無線電的礦山無線通信技術研究[M]. 徐州: 中國礦業大學出版社, 2017.(ISBN: 978-7-5646-3749-1)

胡克想, 張國鵬. 基于量子態調控的量子信息隱形傳輸[M]. 徐州: 中國礦業大學出版社, 2017.(ISBN: 978-7-5646-2855-0)

張國鵬. 基于博弈論的無線網絡資源競爭與協作機制研究[M]. 徐州: 中國礦業大學出版社, 2011.(ISBN: 978-7-5646-1262-7)

博士學位論文: 張國鵬. 基于博弈論的無線網絡資源競爭與協作機制研究[D]. 西安: 西安電子科技大學通信工程學院, 2009

碩士學位論文：張國鵬. 基于日志分析的分布式信息源更新監測方法的研究與實現[D]. 廣州: 華南師范大學計算機學院, 2005

科研創新

張國鵬, 李奧, 肖碩, 趙金柏, 鄧俊, 楊延洲, 劉鵬, 程德強, 分層M2M網絡中網關和終端發射功率的協同控制方法[P]. 中國發明專利, 201610084208.5, 2016-2-14.(授權日期: 2019-4-3)

張國鵬, 劉鵬, 肖碩, 杜耀, 靳文斌, 林育德, 周凱, 程德強, 移動網絡中H2H和M2M終端發射功率協同控制方法[P]. 中國發明專利, 201610084209.X, 2016-2-14.(授權日期: 2019-3-12)

張國鵬, 李奧, 杜耀, 嵌入M2M的蜂窩網絡中高能效的發射功率和傳輸時隙分配方案[P], 中國發明專利, 201510624229.7, 2015-9-28.(已受理)

張國鵬, 杜耀, 劉鵬, 李坤. 一種基于效用函數和價格機制的頻譜資源分配方法[P]. 中國發明專利, 201510129023.7, 2015-03-23.(授權日期: 2018-07-10)

張國鵬, 劉鵬. 嵌入D2D的蜂窩網絡中基于全雙工中繼的功率控制方法[P]. 中國發明專利, 201410589654.2, 2014-10-28.(授權日期: 2018-07-06)

張國鵬, 劉鵬. D2D蜂窩網絡中基于時域半雙工中繼的功率控制方法[P]. 中國發明專利, 201410588547.8, 2014-10-28.(授權日期: 2018-02-09)

教學活動

人工智能

機器學習

數學優化方法

智能算法

數理統計

通信網絡

計算機組成原理

指導學生情況

-----2019級-----

衣泰州

張楠

呂振虎

王昊天

周亞

孫蘇俊杰

劉釗

-----2018級-----

李坤

朱佳明

王朕

譚玉瑩

夏嗣禮

李小曼

-----2017級-----

廖南星

孫煒策(東南大學 博士研究生)

諶慧敏

劉燕

張丙鑫

王文雅

-----2016級-----

王祖研(東南大學 博士研究生)

申帥(電子科技大學 博士研究生)

阿扎邁特

-----2015級-----

李奧(中國電子科技集團公司第四十一研究所)

張錦瑞(中國鐵路通信信號集團 )

劉晨(中國聯通)

我的團隊

-----實驗室簡介-----

以機器學習、大數據分析的理論和算法為基礎，探索、研究其在計算機視覺和多智能系統中的應用。

1. 工作條件：

1) 計算資源：目前實驗室配備三臺高性能工作站，共6塊1080ti GPU，滿足研究生運行機器學習算法和大數據分析的需要。

2. 升學與就業前景：

本實驗室有著良好的學習和工作氛圍，自2016年成立以來：

1) 2位本科生分別保送到電子科技大學、天津大學攻讀碩士學位研究生;

2) 2位研究生考入東南大學攻讀博士學位;

3) 畢業的研究生就職于中國電子科技集團、中國鐵路集團、中國聯通等單位。

3. 研究方向：

1) 理論與算法基礎：機器學習(深度學習，強化學習)，大數據分析(圖像處理，文本挖掘)。

2) 應用領域：計算機視覺(圖像理解，動目標檢測)，多智能體系統(移動云計算、無人機、物聯網)。

-----2020年研究生招生意向-----

1. 擬招收碩士研究生4~5名;

2. 專業技能要求：

1) 對數學要求較高;

2) 英語：閱讀文獻、撰寫論文;

3) 專業：(1) Python程序設計，Linux操作系統，Tensorflow框架;或 (2) Matlab程序設計。