博士,教授,博士生导师,IEEE高级会员、ACM会员、CCF高级会员;兼任CCF互联网专委会执委、CCF分布式计算与系统专委会执委、ACM呼和浩特分会副主席、内蒙古大学第十届学术委员会委员、科技委员会副主任委员。2002年7月毕业于内蒙古大学计算机学院,获学士学位;2005年7月毕业于北京大学计算机系,获硕士学位;2011年9月毕业于澳大利亚国立大学工程与计算机学院,2012年4月获博士学位。2013年5月-2014年4月在新加坡南洋理工大学从事科研工作,任Research Fellow。2018年7月-2019年7月在澳大利亚悉尼科技大学访学,任访问教授。
研究兴趣主要包括(1)物联网智能感知与计算研究及应用,包括无人机SLAM与运动规划、基于多模态信息的人群分析等;(2)无线网络定位算法研究及应用,包括面向WiFi、蓝牙5、UWB、LoRa等的新型定位算法;(3)面向领域的大数据分析方法及应用,包括生态环境大数据、生物信息等等。承担了近20项科研项目,包括国家自然科学基金项目4项,内蒙古自治区自然科学基金重大项目、杰青项目等3项,内蒙古自治区科技计划项目及子课题4项,内蒙古教育厅高校创新团队项目1项,内蒙古留学人员创新项目1项,等等。在包括IEEE汇刊和中国计算机学会(CCF)推荐的学术期刊和学术会议上发表了100余篇学术论文。
He obtained the B.E. degree in computer science from Inner Mongolia University (IMU), Hohhot, China, in 2002, the M.S. degree in computer science from Peking University, Beijing, China, in 2005, and the Ph.D. degree in information engineering from the Australian National University, Canberra, Australia, in 2012. He is Senior Member of IEEE, Member of ACM, and Senior Member of CCF(China Computer Federation); he also serves as Executive Committee Member of CCF Internet Special Committee, Executive Committee Member of CCF Distributed Computing and Systems Special Committee, Vice Chairman of ACM Hohhot Chapter, Member of the 10th Academic Committee of Inner Mongolia University and Deputy Director of the Science and Technology Committee of Inner Mongolia University. From May 2013 to April 2014, he worked as Research Fellow in Nanyang Technological University, Singapore. From July 2018 to July 2019, he visited University of Technology Sydney, Australia, as Visiting Professor. He is with the College of Computer Science, IMU, where he is currently a professor.
His research interests include (1) research and applications of IoT based smart sensing and computing, including UAV SLAM and motion planning, crowd analysis using multi-modal information, etc.; (2) research and applications of wireless network positioning algorithms, including WiFi, Bluetooth 5, UWB,LoRa and other wireless network protocols; (3) research and applications of field-oriented big data technologies, including ecological environment big data, bioinformatics, etc. He has been awarded with nearly 20 important research grants, including 4 NSFC grants, 3 provincial NSF grants, 4 provincial key-technology grants, 1 provincial University innovation group grant,1 provincial innovation grant for Returned Overseas Students, and etc. He has published over 100 research papers on refereed journals and conferences, including IEEE transactions as well as journals/conferences recommended by CCF.
L. Hao,B. Huang*, B. Jia and G. Mao,“Heterogeneous Dual-Attentional Network for WiFi and Video-Fused Multi-modal Crowd Counting”, accepted to appear in IEEE Transactions on Mobile Computing, 2024. (CCF Rank A)
H. Gong,B. Huang*and B. Jia, “Energy-Efficient 3-D UAV Ground Node Accessing Using the Minimum Number of UAVs”, accepted to appear in IEEE Transactions on Mobile Computing, 2024. (CCF Rank A)
L. Hao,B. Huang*, B. Jia and G. Mao,“On the Fine-grained Crowd Analysis via Passive WiFi Sensing”,IEEE Transactions on Mobile Computing, 23(6):6697 - 6711, June 2024. (CCF Rank A)
X. Li,B. Huang*, B. Jia, Y. Gao and J. Qiao,“MAS-DSO: Advancing Direct Sparse Odometry with Multi-Attention Saliency”, accepted to appear in IEEE Transactions on Intelligent Transportation Systems, 2024. (SCI一区IF 9.551)
Z. Xu,B. Huang*, B. Jia and G. Mao,“Enhancing WiFi Fingerprinting Localization Through a Co-teaching Approach using Crowdsourced Sequential RSS and IMU Data”, IEEE Internet of Things Journal,11(2):3550-3562, January 2024. (SCI一区IF 10.6)
B. Jia, Z. Gao, J. Jing,B. Huang, and etc., “Coverage Path Planning for IoUAVs With Tiny Machine Learning in Complex Areas Based On Convex Decomposition”, IEEE Internet of Things Journal,11(12):21103-21111, June 2024. (SCI一区IF 10.6)
R. Yang,B. Huang*, Z. Xu, B. Jia and G. Xu, “Towards Accurate Smartphone Localization Using CSI Measurements”, The Computer Journal, 67(4):1361-1369, 2024. (CCF Rank B)
W. Shi, Tao ZhangB. Huangand B. Jia,“Enhancing AOA Estimation via Phase Modeling of Bluetooth 5 CTE Signals”, IEEE International Conference On Acoustics, Speech And Signal Processing (ICASSP), pp.8811-8815, April 2024. (CCF Rank B)
W. Shi,B. Huangand B. Jia,“SCRN: A Spectrogram Convolutional Recurrent Network for AOA Estimation using Bluetooth 5”, IEEE International Conference On Acoustics, Speech And Signal Processing (ICASSP), pp.7490-7494, April 2024. (CCF Rank B)
L. Hao,B. Huang*, B. Jia, G. Xu and G. Mao,“Toward Accurate Crowd Counting in Large Surveillance Areas Based on Passive WiFi Sensing”, IEEE Transactions on Intelligent Transportation Systems, 24(12):14086-14096,December 2023. (SCI一区IF 9.551)
W. Chang,B. Huang*, B. Jia, W. Li and G. Xu,“Online Public Transit Ridership Monitoring through Passive WiFi Sensing”, IEEE Transactions on Intelligent Transportation Systems, 24(7):7025-7034, July 2023. (SCI一区IF 9.551)
H. Gong,B. Huang, B. Jia*, and H. Dai,“Modelling Power Consumptions for Multi-rotor UAVs”, IEEE Transactions on Aerospace and Electronic Systems, 59(6):7409-7422,December 2023. (SCI二区IF 4.4)
L. Hao,B. Huang*, B. Jia and G. Mao,“DHCLoc: A Device Heterogeneity Tolerant and Channel Adaptive Passive WiFi Localization Method Based on DNN”, IEEE Internet of Things Journal, 9(7):4863-4874, April 2022. (SCI一区IF 10.238)
R. Yang, J. Song,B. Huang*, W. Li and G. Qi,“An Energy-Efficient Step-Counting Algorithm for Smartphones”, The Computer Journal, 65 (3), 689-700, 2022. (CCF Rank B)
W. Shi,B. Huang*and K. Sun, “A CRLB Analysis of AoA Estimation Using Bluetooth 5”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5158-5162, May 2022. (CCF Rank B)
B. Huang*, G. Mao, Y. Qin and Y. Wei, “Pedestrian Flow Estimation Through Passive WiFi Sensing”, IEEE Transactions on Mobile Computing, 20(4):1529-1542, April 2021. (CCF Rank A)
Z. Xu,B. Huang*andB. Jia,“An Efficient Radio Map Learning Scheme based on Kernel Density Function”, IEEE Transactions on Vehicular Technology, Vol.70, No.12, pp.13315-13324, December 2021. (SCI二区IF 5.379)
B. Huang, R. Yang, B. Jia*, W. Li and G. Mao, "A Theoretical Analysis on Sampling Size in WiFi Fingerprint-based Localization", IEEE Transactions on Vehicular Technology, Vol.70, No.4, pp.3599-3608, April 2021. (SCI二区IF 5.379)
P. Duan, G. Mao, J. Kang andB. Huang*,“Estimation of Link Travel Time Distribution with Limited Traffic Detectors”, IEEE Transactions on Intelligent Transportation Systems, Vol.21, No.9, pp.3730-3743, September 2020. (SCI一区IF 5.744)
Y. Tian,B. Huang*, B. Jia and L. Zhao, “Optimizing AP and Beacon Placement in WiFi and BLE hybrid localization”, Journal of Network and Computer Applications, Vol.164, No.102673, pp.1-11, 2020. (SCI二区IF 5.57)
B. Huang, Z. Xu, B. Jia*and G. Mao,“An Online Radio Map Update Scheme for WiFi Fingerprint-based Localization”, IEEE Internet of Things Journal, 6(4):6909-6918, 2019. (SCI一区IF 9.515)
Z. Xu,B. Huang*, B. Jia and W. Li,“Online Radio Map Update Based on a Marginalized Particle Gaussian Process”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4369-4373, Brighton, UK, 2019. (CCF Rank B)
B. Huang, M. Liu, Z. Xu and B. Jia,“On the performance analysis of WiFi based localization”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4369-4373, Calgary, Canada, 2018. (CCF Rank B)
B. Huang, G. Qi, X. Yang, L. Zhao, and H. Zou,“Exploiting Cyclic Features of Walking for Pedestrian Dead Reckoning with Unconstrained Smartphones”, the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), pp.374-385, Sep. 12-16, Heidelberg, Germany, 2016. (CCF Rank A)
H. Zou,B. Huang*, X. Lu, H. Jiang and L. Xie, "A Robust Indoor Positioning System based on the Procrustes Analysis and Weighted Extreme Learning Machine", IEEE Transactions on Wireless Communications, Vol.15, No.2, pp.1252-1266, 2016. (SCI二区IF 4.951)
B. Huang*, L. Xie, Z. Yang,“TDOA-based Source Localization with Distance-dependent Noises”, IEEE Transactions on Wireless Communications, Vol.14, No.1, pp.468-480, 2015. (SCI二区IF 4.951)
B. Huang, C. Yu*and B.D.O. Anderson,“Understanding Error Propagation in Multi-hop Sensor Network Localization”, IEEE Transactions on Industrial Electronics, Vol.90, No.12, pp.5811-5819, Dec. 2013. (SCI一区IF 7.168)
B. Huang, T. Li, B.D.O. Anderson and C. Yu*,“Performance Limits in Sensor Localization”, Automatica, Vol. 49, No.2, pp. 503-509, Feb. 2013. (SCI一区IF 5.451)
B. Huang, C. Yu*and B.D.O. Anderson,“Analyzing Localization Errors in One-Dimensional Sensor Networks”, Signal Processing, Vol. 92, No.2, pp. 427-438, Feb. 2012. (SCI二区IF 3.11)
B. Huang, C. Yu and B.D.O. Anderson, “On the Rate of Error Propagation in Multihop Range-based Localization”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2850-2853, Dallas, Texas, USA, 2010. (CCF Rank B)
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