个人资料
个人简介·牛 明 博：“长安学者”特聘教授，交通-能源、车辆-动力、电气-微网多领域知名专家，博士生导师、硕士研究生导师。陕西省“交通－能源－信息”多网融合与自洽技术创新引智基地主任，IVR低碳交通实验室与微纳米试验空间负责人，中国CIC物联网委员会委员和中国公路学会高级会员。荣获中国国家优秀留学生称号且报道于《神州学人》。师从中国工程院院士徐德民教授，曾于国家级重点实验室担任科学研究员。 已发表高质量学术论文与刊物著作50余篇（三十三篇为一作工作），包括IEEE Transactions on Communications,IEEE Transactions on Aerospace and Electronic Systems、OSA Optics Express, Electric Power System Research、Journal of Supercritical Fluids、IEEE Sensors Journal、IEEE Communications Letters、IEEE Access、JMSE、Energy Re.等国际顶级期刊，一作成果荣获IEEE无线光通信-最佳论文荣誉（全球迄今仅五篇同类论文获此殊荣）。兼（曾）任牛津大学出版社精品教材编审专家，Wiley SCI国际期刊首席特邀客座主编，任欧盟In-Tech学术出版社“先进电路系统”项目特邀主编，第三届智能交通系统与智慧城市国际会议大会主席，多家IEEE国际会议专业技术委员会(Technical Program Committee)技术委员，先后担任Science China（《中国科学》英文版）、IEEE Transactions on Signal Processing（TSP）、Applied Energy（AE）、IEEE Transactions on Intelligent Vehicles（TIV）、IEEE Journal on Selected Areas in Communications （JSAC）、IEEE Wireless Communications Letters（WCL）、Journal of the Optical Society of America A（JOSA A）等20余个IEEE，OSA，Elsevier等SCI国际顶级期刊审稿专家。 *****最新招生动态信息***** 【研究生招生信息】 IVR低碳交通实验室计划招收全日制硕士研究生20-25名(优秀的本科生、硕士研究生，实验室将优先推荐直接攻博、硕博连读,提前攻博等)、博士研究生若干名，要求报考的研究生具有良好的学习基础与创新能力，交通信息工程、能源动力、车辆与机械工程、智能电网、新能源与储能工程、遥感与传感器、道路材料、公路交通、应用光学、数学、电子，计算机、信息技术、机器学习、微纳米等相关专业的学生均欢迎报考！！ 同时也欢迎其他各专业对从事交通、能源、动力、与电气工程研究项目感兴趣的学生跨领域报考! 真诚欢迎优秀毕业生推免或报考硕士研究生，欢迎优秀硕士生报考博士生或硕博连读，加入我们IVR交通-能源创新平台的研究团队，请发送个人简历与相关材料至: ivr.niu@chd.edu.cn 【Graduate Students Opportunities】 Dr. Niu is actively seeking for self-motivated, creative, and hard-working graduate students* with a strong background and/or interest in, but not limited to, the following topics: - The Next Generation IoV and Beyond - Intelligent Transportation Systems - Distributed Power and Microgrid - Applied Energy and Integrated Power Systems - Machine Learning for Digital Smart Road - V2X Omni-Engineering and Control - Remote Sensor System, Control, and SWIPT - Cooperative Transportation with Visible Lighting System - Locating, Navigating Technologies, and Smart Automobiles - Industrial IoT Dr. Niu is also very pleased to accept outstanding graduate students overseas, and postdoctoral fellows holding or applying for Scholarships of China and Fellowships from National Scholarship Councils and other third-party funding agencies. Potential candidate please contact IVR LAB via email (ivrlab@163.com), including your CV, transcripts, two letters of recommendations, a brief statement of qualifications, research interests, publications and language proficiency (if applicable). *Excellent applicants with high-quality SCI journal publications and national level competition winners will be given priority for acceptance to IVR LAB. 社会职务【专业与学术兼职】 • 中国公路学会 （CHTS） • 美洲工程教育学会 （ASEE） • 国际电气电子工程师协会 （IEEE） • 中国通信学会 （CIC） • 陕西航空宇航学会 （SSAA） • 西安企业工程研究中心技术委员会 研究领域【主要研究方向】 * 车辆新能源开发、应用与储能技术 * 智能电网与传输理论 * 集成交通系统与智能道路技术 * 机器学习与深度学习 * 物联网及大数据技术研究 * 载运装备V2V及多源态势通感 * 车辆终端能电直交换技术 * 无人载具的定位、导航，信号处理与自动控制 * 分布式能源微网与细胞化的智能自洽 * 基于复合微纳米材料的柔性协同 * 新能源载具协同和动力分析 * 气液态压缩制备及方法 * 电力系统及其发展研究 * 道路传感系统和无线能量获取 * 空-天-地一体化集成系统研究 * 水下航行器系统和遥感技术 * 两相流分析与应用研究 * 交通运输中的太赫兹技术及无损检测 * 量子理论下的交通-能源-信息流研究 * 社会物理信息系统（CPSS）与能源经济 开授课程页面更新中... 请稍后访问 科研项目页面更新中... 请稍后访问 论文【Selected Journal Publications】 •Highway renewable energy mobile scheduling, Electric Power Systems Research, vol. 217, pp: 109119 (1-10), April, 2023. (SCI电子与电气2区，影响因子：3.912) •A height-measurement algorithm for rotor UAVs based on multi-layer space-time fusion, IEEE Sensors Journal, 已录用 Accepted (pending minor revision), 2023. (SCI综合性期刊2区，影响因子：4.300) •A long-term vehicle tracking algorithm of correlation filter optimized by swarm intelligence tracking framework, IEEE Transactions on Geoscience and Remote Sensing, Accepted (pending major revision), 2024. (SCI地理科学1区，影响因子：8.200) •Multi-objective path planning of autonomous underwater vehicles driven by manta ray foraging, Journal of Marine Science and Engineering, vol. 12, pp. 88(1-20), Janurary 2024. (SCI海洋工程2区，影响因子：2.9) •Enhancing prediction and analysis of UK road traffic accident severity using AI: Integration of machine learning, econometric techniques, and time series forecasting in public health research, Elsevier Heliyon, Accepted (in principle), 2024. (SCI综合性期刊3区，影响因子：4.0) •Experimental and kinetic modeling study of acetic acid oxidation and hydrolysis in supercritical water, The Journal of Supercritical Fluids, Accepted (pending minor revisions), 2023. (SCI工程技术2区，影响因子：4.51) •Bridging social media and cryptocurrency: A deep learning-based twitter sentiment analysis for bitcoin market，Lecture Notes in Networks and Systems, 德国 Springer, 已录用, 2023. •Sea fog image de-fogging method based on improved convex optimization model, Journal of Marine Science and Engineering, 已录用, 2023. (SCI海洋工程2区，影响因子：2.9) •Development of a detailed Kinetic model for high pressure ethanol oxidation in gas phase and supercritical water, The Journal of Supercritical Fluids, 已录用, 2023. (SCI工程技术2区，影响因子：4.51) •Unlocking the potential of XAI for improved Alzheimer's disease detection and classification using a ViT-GRU model, IEEE Access, Accepted (pending minor changes), 2023. •Breast cancer detection based on simplified deep learning technique with histopathological image using BreaKHis database, Radio Science, 已录用, 2023. •Lithium battery remaining useful life prediction based on IGS-SVM, IEEE Transactions on Industrial Informatics, submitted, 2021. (SCI电信学1区，SCI影响因子：10.215) •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. •Remaining useful life prediction of turbofan engines using CNN-LSTM-SAM approach, Aerospace Science and Technology, 已投, 2021. (SCI宇航1区，影响因子：5.107) • 基于CEEMDAN-WPE-CLSA模型的超短期风电功率预测方法，大连交通大学学报，已录用，2023. • 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. • 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月度热点论文，排名第三) • 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无线光通信性能分析最佳论文之一；全球至今仅有五篇性能分析论文获此殊荣) • 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月热点论文，连续一年十二个月持续排名前五) • 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. • 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. • 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. • 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. • 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. • 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. • 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. • 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. • 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. • 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. (遴选为专家论坛) • 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】
• Md. S. Miah, Md. M. Rahman, M. Niu, and Ana Garcia Armada,“CNN-LSTM based Spectrum Sensing in Full-Duplex-aided CR-IoT Networks," Cognitive Models and Artificial Intelligence Conference (AICCONF'24), İstanbul, Türkiye, May 25-26, 2024. (EI收录，ACM收录-Association for Computer Machinery) • Md. Sipon Miah, Mahbloos Khan, and M. Niu, Comparitive Performance Analysis of Peak to Average Power Ratio in OFDM and SLM Systems, the 9th International Conference on Computer and Communication Systems（ICCCS'24）, Xi'an, April 19-22, 2024. (EI收录，IEEE Xplore收录) •Md A. Sufian, Md. S. Miah, and M. Niu, “Bridging Social Media and Cryptocurrency: A Deep Learning-based Twitter Sentiment Analysis for Bitcoin Market," in the 9th International Congress on Information and Communication Technology（ICICT'24）, London, United Kingdom, 19-22 February 2024. (EI收录) • 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) •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收录，IEEE Xplore收录) •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收录，SPIE收录) 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) (论文录用率: 25.2%) • 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) (论文录用率: 29.1%) • 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收录，IEEE Xplore收录) • 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收录，IEEE Xplore收录) 页面更新中... 请稍后访问 科技成果页面更新中... 请稍后访问 荣誉奖励页面更新中... 请稍后访问 工作经历学术任职 【国际期刊及出版社编委】 SCI 国际期刊无线移动计算，首席特邀客座主编 欧盟In-Tech出版社，先进电路系统项目，特邀主编, （世界最大开源学术出版社） 【国际会议专业技术委员会(Technical Program Committee)委员】 2022 International Conference on Intelligent Traffic Systems and Smart City,南京，中国，十月二十八至三十日，2022. 2021 International Conference on Intelligent Traffic Systems and Smart City,郑州，中国，十一月十九至二十一日，2021. 第3 届IEEE International Workshop on Mobile Applications (MobiApps 16’), 维也纳, 奥地利，八月二十二日至二十四日, 2016. 第82届IEEE Vehicular Technology Conference（VTC 15’），Multiple Antenna Systems and Services，波士顿，美国，九月六日至九日, 2015. 第78届IEEE Vehicular Technology Conference（VTC 13’），Multiple Antenna Systems and Services，拉斯维加斯，美国，九月二日至五日, 2013. 【SCI国际期刊特约审稿人】 SCIENCE CHINA（中国科学） (SCI影响因子：8.800) IEEE Transactions on Signal Processing (SCI影响因子：5.400) IEEE Journal on Selected Areas in Communications (SCI影响因子：16.400) IEEE Transactions on Intelligent Vehicles（SCI影响因子：8.200） IEEE Vehicular Technology Magazine (SCI影响因子：6.038) IEEE Communications Letters (SCI影响因子：2.723) IEEE Wireless Communications Letters (SCI影响因子：3.096) IEEE/OSA Journal of Lightwave Technology (SCI影响因子：3.652) IEEE Photonics Technology Letters (SCI影响因子：2.446) IEEE Photonics Journal (SCI影响因子：2.627) Applied Energy (SCI影响因子：11.200) Human-centric Computing and Information Science (SCI影响因子：6.558) Elsevier Optics Communications (SCI影响因子：1.887) Applied Optics (SCI影响因子：1.791) Journal of the Optical Society of America (JOSA) A (SCI影响因子：1.566) OSA Chinese Optics Letters（中国光学快报）(SCI影响因子：1.948) IET Communications (SCI影响因子：1.602) Canadian Journal of Electrical and Computer Engineering (SCI影响因子：2.000) Journal of Communications and Networks (SCI影响因子：3.600) |