牛明博，男，博士，“長安學者”特聘教授，交通-能源、車輛-動力、電氣-微網等交叉領域知名專家，長安大學能源與電氣工程學院教授、博士研究生導師。陝西省“交通-能源-信息”多網融合與自洽技術創新引智基地主任，IVR低碳交通實驗室與微納米試驗空間負責人，中國通信學會CIC物聯網委員會專業委員、IEEE Young Professionals、和中國公路學會高級會員。先後入選中央高校、省部級高層次人才支持計畫（省千人）等多個人才項目，曾榮獲中國留學基金委員會國家優秀留學生稱號且報導於《神州學人》。國內師從西北工業大學徐德民教授，曾於國家級重點實驗室擔任科學研究員。
基本介紹
- 中文名：牛明博
- 畢業院校：西北工業大學
- 職業：教師
- 學位/學歷：博士
- 專業方向：下一代無線車聯網路與車輛終端信息直交換技術
- 任職院校：長安大學
人物經歷,研究方向,學術論文,學術任職,
人物經歷
西北工業大學，工學學士學位；
西北工業大學，工學碩士學位；
英屬哥倫比亞大學，博士學位；
女王大學，電氣與計算機工程系，博士後研究員。
研究方向
車輛新能源開發、套用與儲能技術；智慧型電網與傳輸理論；集成交通系統與智慧型道路技術；機器學習與深度學習；物聯網及大數據技術研究；載運裝備V2V及多源態勢通感；車輛終端能電直交換技術；無人載具的定位、導航，信號處理與自動控制；分散式能源微網與細胞化的智慧型自洽；基於複合微納米材料的柔性協同；道路感測器系統和無線能量獲取；空-天-地一體化集成系統研究；水下航行器系統和遙感技術；交通運輸中的太赫茲技術及無損檢測；量子理論下的交通-能源-信息流研究；社會物理信息系統（CPSS）與能源經濟。
學術論文
- 【Selected Journal Publications】
1.Highway renewable energy mobile scheduling, Electric Power Systems Research, vol. 217, pp: 109119 (1-10), April, 2023. (SCI電子與電氣2區)
2.Multi-objective path planning of autonomous underwater vehicles driven by manta ray foraging, Journal of Marine Science and Engineering, 已錄用，2023. (SCI海洋工程2區)
3.Bridging social media and cryptocurrency: A deep learning-based twitter sentiment analysis for bitcoin market，Lecture Notes in Networks and Systems, 德國 Springer， 2023.
4.Sea fog image de-fogging method based on improved convex optimization model, Journal of Marine Science and Engineering, 已錄用, 2023. (SCI海洋工程2區)
5.Development of a detailed Kinetic model for high pressure ethanol oxidation in gas phase and supercritical water, The Journal of Supercritical Fluids, 已錄用, 2023. (SCI工程技術2區)
6.Breast cancer detection based on simplified deep learning technique with histopathological image using BreaKHis database, Radio Science, 2023.
7.Lithium battery remaining useful life prediction based on IGS-SVM, IEEE Transactions on Industrial Informatics, submitted, 2021. (SCI電信學1區)
8.Design and implementation of a feasible model for the IoT based ubiquitous healthcare monitoring system for rural and urban areas, IEEE Access，vol. 10, pp. 91984-91997, August, 2022.
9.Remaining useful life prediction of turbofan engines using CNN-LSTM-SAM approach, Aerospace Science and Technology, 已投, 2021. (SCI宇航1區)
10.基於CEEMDAN-WPE-CLSA模型的超短期風電功率預測方法，大連交通大學學報，2023.
11.M.Niu, S. Salari, I. Kim, F. Chan, and S. Rajan, “Recovery probability analysis for sparse signals via OMP, IEEE Transactions on Aerospace and Electronics Systems, vol. 51, pp. 3475-3480, Oct. 2015.
12.M.Niu, J. Cheng, and J. F. Holzman, “Alamouti-type STBC for atmospheric optical communication using coherent detection,”IEEE Photonics Journal, vol. 6, no. 1, pp. 7900217(1-17), 2014. (IEEE月度熱點論文)
13.M.Niu, J. Cheng, and J. F. Holzman, “Error rate performance comparison of coherent and subcarrier intensity modulated optical wireless communications,” IEEE/OSA Journal of Optical Communications and Networking, vol. 5, no. 6, pp. 554-564, June 2013. (IEEE ComSoc無線光通信性能分析最佳論文之一；全球至今僅有五篇性能分析論文獲此殊榮)
14.M.Niu, J. Cheng, and J. F. Holzman, “MIMO architecture for coherent optical wireless communication: System design and performance,” IEEE/OSA Journal of Optical Communications and Networking, vol. 5, no. 5, pp. 411-420, May 2013. (2013年5月至2014年6月熱點論文，連續一年十二個月持續排名前五)
15.M.Niu, X. Song, J. Cheng, and J. F. Holzman, “Performance analysis of coherent wireless optical communications with atmospheric turbulence,” Optics Express, vol. 20, no. 6, pp. 6515-6520, March 2012.
16.X.Song, M.Niu, and J. Cheng, “Error rate of subcarrier intensity modulations for wireless optical communications,” IEEE Communications Letters, vol. 16, no. 4, pp. 540-543, April 2012.
17.M.Niu, J. Schlenker, J. Cheng, J. F. Holzman, and R. Schober, “Wireless optical communications with predetection and postdetection EGC over Gamma-Gamma atmospheric turbulence channels,” IEEE/OSA Journal of Optical Communications and Networking, vol. 3, no. 11,pp. 860-869, November 2011.
18.M.Niu, J. Cheng, and J. F. Holzman, “Error rate analysis of M-ary coherent free-space optical communication systems with K-distributed turbulence,” IEEE Transactions on Communications, vol.59, no. 3, pp. 664-668, March 2011.
19.M.Niu, J. Cheng, and J. F. Holzman, “Exact error rate analysis of equal gain and selection diversity for coherent free-space optical systems on strong turbulence channels,” Optics Express, vol.18, no. 13, pp. 13915-13926, June 2010.
20.M.Niu, D. Xu, and W. Yan, “Distributed object enveloped-based model of alarm and control system for integrated SMS,” Application Research of Computers, vol. 25, no. 2, pp. 587-590, February 2008.
21.M.Niu, D. Xu, and W. Yan, “Theory and implement method of web service in CORBA,” System Engineering and Electronics, vol. 29, no. 5, pp. 823-827, May 2007.
22.M.Niu and D. Xu, “Research and implement of visible diagram elements with object-oriented method,” Microelectronics and Computer, vol. 24, no. 3, pp. 191-194, March 2007.
23.M.Niu, “Research and develop on a helming mechanism testing system based on virtual instruments,” Experimental Technology and Management, vol. 24, no. 2, pp. 67-71, February, 2007.
24.M.Niu, et al, “Combined envelope-based security model of multi-layer digital monitor networks,”, Information Security and Communications Privacy, vol. 28, no. 6, pp. 18-20, June 2006. (遴選為專家論壇)
25.M.Niu, “Software design and application on helming mechanism testing systems for unmanned aerial vehicles,” Measurement and Control Technology, vol. 25, no. 12, pp. 64-67, 2006.
- 【Selected Conference Publications】
1.Md. R. Islam,Md. M. Rahman, Md. Sipon Miah, Md. Khairul, Md. Islam, S. Ali, and M. Niu, “Comparative Analysis of Transfer Learning and Customized Deep Convolutional Neural Networks for Breast Cancer Detection and Classification”, the 9th International Conference on Mechanical and Electronics Engineering, Xi’an China, 2023. (EI收錄，IEEE Xplore收錄)
2.Md. Sipon Miah, Md M. Rahman, Md Ashek R. Mahmud, and M. Niu, “Eigenvalue-based Spectrum Sensing and Throughput in FD CR-IoT Networks using Machine Learning”, the 9th International Conference on Mechanical and Electronics Engineering, Xi’an China, 2023. (EI收錄，IEEE Xplore收錄)
3.Md. Miah, Md. M. Rahman, M. Niu and A. G. Armada, “Multiple Features-Aided Malicious Users Detection in OFDM-based Cognitive Radio-Internet of Things,” in 2023 International Conference on Next-Generation Computing, IoT and Machine Learning, Redmond, WA, 2023. (EI收錄，IEEE Xplore收錄)
4.M.Niu, H. Wang, Y. Zhang, B. Wang, and Md. S. Miah, “Performance Analysis of Tearahertz Communications Using QPSK Coherent Modulation with Link Misalignmnet,” the 2nd International Conference on Optics and Communication Technology, Hefei, Anhui, 2022. (EI收錄，SPIE收錄)
5.M.Niu, J. Cheng, and J. H. Holzman, “Optical Communication Using Coherent Detection with Space-Time Coding in the Presence of Atmospheric Turbulence,” Proceedings of the Canadian Workshop on Information Theory (CWIT), Toronto, ON, June 18-21, 2013. (EI收錄，IEEE Xplore收錄)
6.M.Niu, J. Cheng, J. F. Holzman, “Space-Time Coded MPSK Coherent MIMO FSO Systems in Gamma-Gamma Turbulence,” Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, China, Apr. 7-10, 2013. (EI收錄，IEEE Xplore收錄)
7.M.Niu, J. Cheng, and J. F. Holzman, “A Novel Wireless Optical MIMO Architecture and Its Application,” Proceedings of the International Conference on Computing, Networking and Communications (ICNC), San Diego, Jan. 28-31, 2013. (EI收錄，IEEE Xplore收錄)
8.M.Niu, J. Cheng, and J. F. Holzman, “Optical MIMO Transmission Using a Heterodyne Receiver in K-Distributed Turbulence Channels,” Proceedings of the 2012 IEEE Photonics Society Summer Topical Meetings, Seattle, WA, July 9-11, 2012. (EI收錄，IEEE Xplore收錄)
9.M.Niu, J. Cheng, and J. F. Holzman, “Wireless Multiple-Input Single-Output Optical Links with Coherent Detection,” Proceedings of the 26th Queen’s Biennial Symposium on Communications (QBSC), Kingston, ON, Canada, May 28-29, 2012. (EI收錄，IEEE Xplore收錄)
10.M.Niu, J. Cheng, and J. F. Holzman,“Asymptotic Analyses for Coherent and Subcarrier Modulated Wireless Optical Communications,” Proceedings of International Conference on Computing, Networking and Communications (ICNC), Maui, Hawaii, USA, Jan. 30-Feb. 2, 2012.(EI收錄，IEEE Xplore收錄)
11.M.Niu, J. Cheng, and J. F. Holzman, “Diversity Reception for Coherent Free-Space Optical Communications over K-Distributed Atmospheric Turbulence Channels,” in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Sydney, Australia, Apr. 18-21, 2010. (EI，IEEE Xplore收錄)
12.M.Niu, J. Cheng, J. F. Holzman, and L. McPhail, “Performance Analysis of Coherent Free Space Optical Communication Systems with K-Distributed Turbulence,” in Proceedings of IEEE International Conference on Communications(ICC), Dresden, Germany, June 14-18, 2009. (EI收錄，IEEE Xplore收錄)
學術任職
- 【國際期刊及出版社編委】
1.SCI 國際期刊無線移動計算，首席特邀客座主編
2.歐盟In-Tech出版社，先進電路系統項目，特邀主編, （世界最大開源學術出版社）
- 【國際會議專業技術委員會(Technical Program Committee)委員】
1.2022 International Conference on Intelligent Traffic Systems and Smart City,南京，中國，十月二十八至三十日，2022.
2.2021 International Conference on Intelligent Traffic Systems and Smart City,鄭州，中國，十一月十九至二十一日，2021.
3.第3 屆IEEE International Workshop on Mobile Applications (MobiApps 16’), 維也納, 奧地利，八月二十二日至二十四日, 2016.
4.第82屆IEEE Vehicular Technology Conference（VTC 15’），Multiple Antenna Systems and Services，波士頓，美國，九月六日至九日, 2015.
5.第78屆IEEE Vehicular Technology Conference（VTC 13’），Multiple Antenna Systems and Services，拉斯維加斯，美國，九月二日至五日, 2013.
- 【SCI國際期刊特約審稿人】
1.SCIENCE CHINA（中國科學） (SCI影響因子：8.800)
2.IEEE Transactions on Signal Processing (SCI影響因子：5.400)
3.IEEE Journal on Selected Areas in Communications (SCI影響因子：16.400)
4.IEEE Vehicular Technology Magazine (SCI影響因子：6.038)
5.IEEE Communications Letters (SCI影響因子：2.723)
6.IEEE Wireless Communications Letters (SCI影響因子：3.096)
7.IEEE/OSA Journal of Lightwave Technology (SCI影響因子：3.652)
8.IEEE Photonics Technology Letters (SCI影響因子：2.446)
9.IEEE Photonics Journal (SCI影響因子：2.627)
10.Applied Energy (SCI影響因子：11.200)
11.Human-centric Computing and Information Science (SCI影響因子：6.558)
12.Elsevier Optics Communications (SCI影響因子：1.887)
13.Applied Optics (SCI影響因子：1.791)
14.Journal of the Optical Society of America (JOSA) A (SCI影響因子：1.566)
15.OSA Chinese Optics Letters（中國光學快報）(SCI影響因子：1.948)
16.IET Communications (SCI影響因子：1.602)
17.Canadian Journal of Electrical and Computer Engineering (SCI影響因子：2.000)
18.Journal of Communications and Networks (SCI影響因子：3.600)
