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個(gè)人簡介

-----基本情況-----

張國鵬，中國礦業(yè)大學(xué) 計(jì)算機(jī)學(xué)院，教授，碩士生導(dǎo)師;

IEEE會(huì)員，中國計(jì)算機(jī)學(xué)會(huì)會(huì)員，江蘇省計(jì)算機(jī)與通信學(xué)會(huì)、嵌入式與物聯(lián)網(wǎng)專委會(huì)委員;

主持國家級(jí)、省部級(jí)、校級(jí)科研項(xiàng)目10余項(xiàng);

出版專著3部，申請(qǐng)/授權(quán)國內(nèi)外發(fā)明專利10余項(xiàng);發(fā)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(chǔ)：機(jī)器學(xué)習(xí)(深度學(xué)習(xí)，強(qiáng)化學(xué)習(xí))，大數(shù)據(jù)分析(圖像處理，文本挖掘)。

應(yīng)用領(lǐng)域：計(jì)算機(jī)視覺(圖像理解，動(dòng)目標(biāo)檢測)，多智能體系統(tǒng)(移動(dòng)云計(jì)算、無人機(jī)、物聯(lián)網(wǎng))。

------學(xué)習(xí)經(jīng)歷-----

博士：西安電子科技大學(xué)，通信工程學(xué)院

博士后：英國埃塞克斯大學(xué)(University of Essex, UK)，計(jì)算機(jī)科學(xué)與電子工程學(xué)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(yè)技能要求：

1) 對(duì)數(shù)學(xué)要求較高;

2) 英語：閱讀文獻(xiàn)、撰寫論文;

3) 專業(yè)：(1) Python程序設(shè)計(jì)，Linux操作系統(tǒng)，Tensorflow框架;或 (2) Matlab程序設(shè)計(jì)。

------聯(lián)系方式-----

手機(jī)/微信：

郵箱：gpzhang@cumt.edu.cn

辦公室：中國礦業(yè)大學(xué) 南湖校區(qū) 計(jì)算機(jī)學(xué)院 A-328-2

實(shí)驗(yàn)室：中國礦業(yè)大學(xué) 南湖校區(qū) 計(jì)算機(jī)學(xué)院 B-604

獲獎(jiǎng)、榮譽(yù)稱號(hào)

2018，中國煤炭工業(yè)協(xié)會(huì)，科學(xué)技術(shù)獎(jiǎng)，二等獎(jiǎng)，2/13

2018，江蘇省科技廳，科學(xué)技術(shù)獎(jiǎng)，三等獎(jiǎng)，4/11

2016，中國電子學(xué)會(huì)，科學(xué)技術(shù)獎(jiǎng)，三等獎(jiǎng)，3/5

2016，徐州市科技局，科學(xué)技術(shù)獎(jiǎng)，二等獎(jiǎng)，4/7

2015，中國礦業(yè)大學(xué)，優(yōu)秀青年骨干教師，1/1

社會(huì)、學(xué)會(huì)及學(xué)術(shù)兼職

電子科技大學(xué)，客座教授

美國電氣工程師協(xié)會(huì)IEEE，會(huì)員

中國計(jì)算機(jī)學(xué)會(huì)，會(huì)員

江蘇省計(jì)算機(jī)與通信學(xué)會(huì)，專委會(huì)會(huì)員

江蘇省嵌入式與物聯(lián)網(wǎng)學(xué)會(huì)，專委會(huì)委員

研究領(lǐng)域

理論與算法基礎(chǔ)：機(jī)器學(xué)習(xí)(深度學(xué)習(xí)，強(qiáng)化學(xué)習(xí))，大數(shù)據(jù)分析(圖像處理，文本挖掘)。

應(yīng)用領(lǐng)域：計(jì)算機(jī)視覺(圖像理解，動(dòng)目標(biāo)檢測)，多智能體系統(tǒng)(移動(dòng)云計(jì)算、無人機(jī)、物聯(lián)網(wǎng))。

科研項(xiàng)目

按項(xiàng)目批準(zhǔn)日期倒序：

09. 2020，國家自然科學(xué)基金面上項(xiàng)目——挑戰(zhàn)環(huán)境空地一體化物聯(lián)網(wǎng)多資源協(xié)同配置關(guān)鍵問題研究;

08. 2019, 企業(yè)合作項(xiàng)目——面向國產(chǎn)智能處理器的教學(xué)實(shí)驗(yàn)平臺(tái)開發(fā);

07. 2015，西安電子科技大學(xué)綜合業(yè)務(wù)網(wǎng)國家重點(diǎn)實(shí)驗(yàn)室開放基金項(xiàng)目——基于認(rèn)知無線電和協(xié)作通信的室外Femtocell網(wǎng)絡(luò)頻譜資源管理問題研究;

06. 2015，中央高校基本科研業(yè)務(wù)費(fèi)專項(xiàng)資金——煤礦井下復(fù)雜環(huán)境中面向QoS的無線多媒體數(shù)據(jù)流傳輸關(guān)鍵技術(shù)研究;

05. 2014，國家自然科學(xué)基金面上項(xiàng)目——煤礦井下災(zāi)后救援網(wǎng)絡(luò)重構(gòu)與應(yīng)急數(shù)據(jù)流傳輸關(guān)鍵問題研究;

04. 2012，江蘇省自然科學(xué)基金項(xiàng)目——基于UWB/WMSN的感知礦山物聯(lián)網(wǎng)數(shù)據(jù)傳輸關(guān)鍵技術(shù)研究;

03. 2010，中國博士后基金面上資助項(xiàng)目——基于UWB和協(xié)作MIMO技術(shù)的井下無線傳感器網(wǎng)絡(luò)物理層性能分析;

02. 2010，中央高校基本科研業(yè)務(wù)費(fèi)專項(xiàng)資金——基于UWB和協(xié)作MIMO技術(shù)的井下無線多媒體傳感器網(wǎng)絡(luò)跨層設(shè)計(jì)與優(yōu)化研究;

01. 2010，江蘇省博士后科研資助計(jì)劃項(xiàng)目——基于無線多媒體傳感網(wǎng)的感知礦山物聯(lián)網(wǎng)基礎(chǔ)理論與關(guān)鍵技術(shù)研究。

發(fā)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(yīng)用的最佳波束指標(biāo)[J]. 煤炭學(xué)報(bào), 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(wǎng)絡(luò)通信中的可靠性評(píng)估系統(tǒng)改進(jìn)設(shè)計(jì)[J]. 現(xiàn)代電子技術(shù), 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(shù)優(yōu)選并行化算法[J]. 南京大學(xué)學(xué)報(bào)(自然科學(xué)), 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(yīng)急通信網(wǎng)絡(luò)的拓?fù)渲貥?gòu)和數(shù)據(jù)傳輸研究[J]. 煤炭科學(xué)技術(shù), 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?shù)恼`碼率性能[J]. 應(yīng)用科學(xué)學(xué)報(bào), 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(tǒng)[J]. 應(yīng)用科學(xué)學(xué)報(bào), 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(wǎng)絡(luò)UWB信號(hào)收發(fā)策略研究[J]. 煤炭科學(xué)技術(shù), 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(lián)網(wǎng)特征及關(guān)鍵技術(shù)[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(xié)作中繼策略[J]. 中國礦業(yè)大學(xué)學(xué)報(bào), 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(yuǎn)程預(yù)警系統(tǒng)關(guān)鍵技術(shù)初探[J]. 工礦自動(dòng)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(wǎng)中多用戶接入控制的博弈論算法[J]. 武漢理工大學(xué)學(xué)報(bào), 2012, 34(1): 137-140.

叢犁, 張海林, 劉毅, 趙力強(qiáng), 張國鵬. 基于粒子群優(yōu)化的協(xié)作網(wǎng)絡(luò)資源分配的博弈策略[J]. 吉林大學(xué)學(xué)報(bào)(工學(xué)版), 2012, 42(1): 207-212.

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

劉鵬, 丁恩杰, 趙小虎, 楊小冬, 張國鵬. OFDMA網(wǎng)絡(luò)比例公平性的中繼資源分配[J]. 中國礦業(yè)大學(xué)學(xué)報(bào), 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(wǎng)信道模型研究[J]. 武漢理工大學(xué)學(xué)報(bào), 2011, 33(6): 139-143.

丁恩杰, 張國鵬. 協(xié)作OFDMA網(wǎng)絡(luò)中公平的中繼資源分配[J]. 武漢理工大學(xué)學(xué)報(bào), 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(wǎng)絡(luò)中基于博弈論的協(xié)作通信策略[J]. 武漢理工大學(xué)學(xué)報(bào), 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(qiáng), 張海林. 應(yīng)用于802.11e無線局域網(wǎng)QoS區(qū)分的新機(jī)制[J]. 西安電子科技大學(xué)學(xué)報(bào), 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(qiáng). WLAN中基于協(xié)作博弈的比例公平性帶寬分配機(jī)制[J]. 西安電子科技大學(xué)學(xué)報(bào), 2009, 36(1): 87-93.

趙力強(qiáng), 郭樂, 張國鵬, 張海林. 基于博弈論的無線傳感器網(wǎng)絡(luò)優(yōu)化MAC協(xié)議[J]. 計(jì)算機(jī)工程, 2009, 35(2): 116-117.

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

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

趙力強(qiáng), 鄒向毅, 張國鵬, 張海林. 基于博弈理論的無線Ad Hoc網(wǎng)絡(luò)MAC協(xié)議研究[J]. 計(jì)算機(jī)工程, 2008, 34(12): 79-81.

趙錦琳, 張國鵬, 張海林. 無線Mesh網(wǎng)絡(luò)MAC性能的博弈分析及優(yōu)化[J]. 計(jì)算機(jī)科學(xué), 2008, 35(11): 88-91.

張國鵬, 張海林. 無線局域網(wǎng)中業(yè)務(wù)流接入控制的博弈論算法[J]. 西安電子科技大學(xué)學(xué)報(bào), 2008, 35(5): 805-810.

張國鵬, 趙力強(qiáng), 張海林. 基于演化博弈論的移動(dòng)Ad Hoc網(wǎng)絡(luò)中繼協(xié)作機(jī)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(dòng)態(tài)博弈論的無線局域網(wǎng)MAC協(xié)議[J]. 西北工業(yè)大學(xué)學(xué)報(bào), 2008, 26(5): 1-4.

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

張國鵬, 張海林, 趙力強(qiáng). Ad Hoc網(wǎng)絡(luò)中繼協(xié)作機(jī)制的博弈分析[J]. 系統(tǒng)工程與電子技術(shù), 2007, 29(10): 1742-1745.

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

張國鵬. 基于事務(wù)的Web日志挖掘在遠(yuǎn)程教育中的應(yīng)用[J]. 現(xiàn)代計(jì)算機(jī), 2004, 8: 1-4.

張淼, 張國鵬. 個(gè)性化遠(yuǎn)程教育平臺(tái)的研究與實(shí)現(xiàn)[J]. 計(jì)算機(jī)時(shí)代, 2004, 8: 36-43.

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會(huì)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(guī)模文本k-means并行聚類算法[C]. 第二屆CCF大數(shù)據(jù)學(xué)術(shù)會(huì)議論文集. 中國 北京: 中國計(jì)算機(jī)協(xié)會(huì), 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(shù)研究[M]. 徐州: 中國礦業(yè)大學(xué)出版社, 2017.(ISBN: 978-7-5646-3749-1)

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

張國鵬. 基于博弈論的無線網(wǎng)絡(luò)資源競爭與協(xié)作機(jī)制研究[M]. 徐州: 中國礦業(yè)大學(xué)出版社, 2011.(ISBN: 978-7-5646-1262-7)

博士學(xué)位論文: 張國鵬. 基于博弈論的無線網(wǎng)絡(luò)資源競爭與協(xié)作機(jī)制研究[D]. 西安: 西安電子科技大學(xué)通信工程學(xué)院, 2009

碩士學(xué)位論文：張國鵬. 基于日志分析的分布式信息源更新監(jiān)測方法的研究與實(shí)現(xiàn)[D]. 廣州: 華南師范大學(xué)計(jì)算機(jī)學(xué)院, 2005

科研創(chuàng)新

張國鵬, 李?yuàn)W, 肖碩, 趙金柏, 鄧俊, 楊延洲, 劉鵬, 程德強(qiáng), 分層M2M網(wǎng)絡(luò)中網(wǎng)關(guān)和終端發(fā)射功率的協(xié)同控制方法[P]. 中國發(fā)明專利, 201610084208.5, 2016-2-14.(授權(quán)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(qiáng), 移動(dòng)網(wǎng)絡(luò)中H2H和M2M終端發(fā)射功率協(xié)同控制方法[P]. 中國發(fā)明專利, 201610084209.X, 2016-2-14.(授權(quán)日期: 2019-3-12)

張國鵬, 李?yuàn)W, 杜耀, 嵌入M2M的蜂窩網(wǎng)絡(luò)中高能效的發(fā)射功率和傳輸時(shí)隙分配方案[P], 中國發(fā)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(shù)和價(jià)格機(jī)制的頻譜資源分配方法[P]. 中國發(fā)明專利, 201510129023.7, 2015-03-23.(授權(quán)日期: 2018-07-10)

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

張國鵬, 劉鵬. D2D蜂窩網(wǎng)絡(luò)中基于時(shí)域半雙工中繼的功率控制方法[P]. 中國發(fā)明專利, 201410588547.8, 2014-10-28.(授權(quán)日期: 2018-02-09)

教學(xué)活動(dòng)

人工智能

機(jī)器學(xué)習(xí)

數(shù)學(xué)優(yōu)化方法

智能算法

數(shù)理統(tǒng)計(jì)

通信網(wǎng)絡(luò)

計(jì)算機(jī)組成原理

指導(dǎo)學(xué)生情況

-----2019級(jí)-----

衣泰州

張楠

呂振虎

王昊天

周亞

孫蘇俊杰

劉釗

-----2018級(jí)-----

李坤

朱佳明

王朕

譚玉瑩

夏嗣禮

李小曼

-----2017級(jí)-----

廖南星

孫煒策(東南大學(xué) 博士研究生)

諶慧敏

劉燕

張丙鑫

王文雅

-----2016級(jí)-----

王祖研(東南大學(xué) 博士研究生)

申帥(電子科技大學(xué) 博士研究生)

阿扎邁特

-----2015級(jí)-----

李?yuàn)W(中國電子科技集團(tuán)公司第四十一研究所)

張錦瑞(中國鐵路通信信號(hào)集團(tuán) )

劉晨(中國聯(lián)通)

我的團(tuán)隊(duì)

-----實(shí)驗(yàn)室簡介-----

以機(jī)器學(xué)習(xí)、大數(shù)據(jù)分析的理論和算法為基礎(chǔ)，探索、研究其在計(jì)算機(jī)視覺和多智能系統(tǒng)中的應(yīng)用。

1. 工作條件：

1) 計(jì)算資源：目前實(shí)驗(yàn)室配備三臺(tái)高性能工作站，共6塊1080ti GPU，滿足研究生運(yùn)行機(jī)器學(xué)習(xí)算法和大數(shù)據(jù)分析的需要。

2. 升學(xué)與就業(yè)前景：

本實(shí)驗(yàn)室有著良好的學(xué)習(xí)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(xué)、天津大學(xué)攻讀碩士學(xué)位研究生;

2) 2位研究生考入東南大學(xué)攻讀博士學(xué)位;

3) 畢業(yè)的研究生就職于中國電子科技集團(tuán)、中國鐵路集團(tuán)、中國聯(lián)通等單位。

3. 研究方向：

1) 理論與算法基礎(chǔ)：機(jī)器學(xué)習(xí)(深度學(xué)習(xí)，強(qiáng)化學(xué)習(xí))，大數(shù)據(jù)分析(圖像處理，文本挖掘)。

2) 應(yīng)用領(lǐng)域：計(jì)算機(jī)視覺(圖像理解，動(dòng)目標(biāo)檢測)，多智能體系統(tǒng)(移動(dòng)云計(jì)算、無人機(jī)、物聯(lián)網(wǎng))。

-----2020年研究生招生意向-----

1. 擬招收碩士研究生4~5名;

2. 專業(yè)技能要求：

1) 對(duì)數(shù)學(xué)要求較高;

2) 英語：閱讀文獻(xiàn)、撰寫論文;

3) 專業(yè)：(1) Python程序設(shè)計(jì)，Linux操作系統(tǒng)，Tensorflow框架;或 (2) Matlab程序設(shè)計(jì)。