欢迎计算机、数学、通信等相关专业生联系报考博士、硕士研究生。
Email: cshbq<AT>imu<DOT>edu<DOT>cn


个人简介
博士，教授，博士生导师。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。2011年获得国家优秀自费留学生奖励。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。2015年入选内蒙古自治区“草原英才”工程。2019年入选内蒙古自治区新世纪“321人才工程”第一层次和“草原英才”滚动支持计划。


研究兴趣主要包括（1）基于无线和视频的多模态智能感知研究与应用，包括大范围人群分析、行为感知等；（2） 面向领域的大数据技术研究与应用，包括生态环境大数据、教育大数据、健康大数据等等；（3）无线网络定位算法研究与应用开发，包括WiFi、蓝牙5、LoRa等无线网络协议。主持和完成了多项科研项目，包括3项国家自然科学基金项目、2项内蒙古自治区自然科学、1项自治区留学人员创新项目等。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50余篇学术论文。国家自然科学基金通讯评审专家，IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、Automatica、IEEE Transactions on Signal Processing、IEEE Journal on Selected Areas in Communications、Computer Networks等国际期刊审稿人。


Biography
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. 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. He was a recipient of the Chinese Government Award for Outstanding Chinese Students Abroad in 2011, and was selected to be the "Grassland Elite" in Inner Mongolia Autonomous Region in 2015，the continuous support for the "Grassland Elite" in 2019 and the first level of Inner Mongolia New Century "321 Talent Project" in 2019.

His research interests include (1) research and application of multi-modal intelligent perception based on wireless and video, including large-scale crowd analysis, behavior perception, etc.; (2) research and application of field-oriented big data technologies, including ecological environment big data, education big data, health big data, etc.; (3) research and application development of wireless network positioning algorithms, including WiFi, Bluetooth 5, LoRa and other wireless network protocols.. He has been awarded with several important research grants, including 3 NSFC grants, 2 provincial NSF grant and 1 provincial innovation grant for Returned Overseas Students. He has published over 50 research papers on refereed journals and conferences, including IEEE transactions as well as journals/conferences recommended by China Computer Federation (CCF). He served as the corresponding reviewer of NSFC and the reviewer of premier international journals, such as IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、Automatica、IEEE Transactions on Signal Processing、IEEE Journal on Selected Areas in Communications、Computer Networks and so on.


科研项目(Selected Research Grants)
面向智能手机的多源融合定位精度和能耗权衡机制研究，国家自然科学基金面上项目(**)，2019.1-2022.12，负责人
基于群智感知的非约束智能手机室内融合定位方法研究，国家自然科学基金地区项目(**)，2015.01-2018.12，负责人
大规模无线传感器网络定位误差分析及优化方法研究，国家自然科学基金青年项目(**)，2015.01-2017.12，负责人
基于定位精度和能耗权衡的GPS/WLAN/IMU融合定位优化方法研究，内蒙古自治区自然科学基金****培育基金项目(2017JQ09)，2017.01-2019.12，负责人
内蒙古自治区“草原英才”工程，内蒙古自治区组织部(CYYC5016)，2015.11-2018.11，负责人
基于WiFi 和PDR 的鲁棒室内定位方法研究，内蒙古自治区自然科学基面上项目(2014MS0604)，2014.01-2015.12，负责人
畜产品质量监控物联网关键技术研究与应用，内蒙古自治区科技创新引导奖励资金项目(**)，2012.01-2016.10，子课题负责人


代表性科研成果(Selected Research Outcomes)
2021年
B. Huang, G. Mao, Y. Qin and Y. Wei, “Pedestrian Flow Estimation Through Passive WiFi Sensing”, IEEE Transactions on Mobile Computing, Vol.20, No.4, pp.1529-1542, 2021. (CCF Rank A, SCI一区 IF 5.112)
B. Huang, R. Yang, B. Jia, W. Li and G. Mao, "A Theoretical Analysis on Sampling Size in WiFi Fingerprint-based Localization," accepted to appear in IEEE Transactions on Vehicular Technology, 2021. (SCI二区 IF 5.379)
L. Hao, B. Huang, H. Hong, B. Jia and W. Li,“A Channel Adaptive WiFi Indoor Localization Method based on Deep Learning”, accepted to appear IEEE WCNC 2021. (CCF Rank C)
X. Li, B. Huang, Y. Tian, Z. Xu and X. Li,“Optimal WiFi APs Deployment for Localization and Coverage Based on Virtual Force”, accepted to appear IEEE WCNC 2021. (CCF Rank C)
2020年
P. Duan, G. Mao, J. Kang and B. Huang, “Estimation of Link Travel Time Distribution with Limited Traffic Detectors”, IEEE Transactions on Intelligent Transportation Systems, Vol.21, No.9, pp.3730-3743, 2020. (Corresponding author, CCF Rank B, SCI一区 IF 5.744)
R. Yang, J. Song, B. Huang, W. Li and G. Qi,“An Energy-Efficient Step-Counting Algorithm for Smartphones”, The Computer Journal, bxaa096, 2020. (Corresponding author, CCF Rank B)
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. (Corresponding author, SCI二区 IF 5.57)
Q. Miao, B. Huang and B. Jia, "Estimating distances via received signal strength and connectivity in wireless sensor networks", Wireless Networks, Vol.26, No. 26, pp.1–12, 2020. (Corresponding author, CCF Rank C)
B. Huang, X. Li, G. Mao, B. Jia and W. Li, “On the Pedestrian Flow Analysis through Passive WiFi Sensing”, IEEE Global Communications Conference (Globecom), pp. 1-6, Waikoloa, Hawaii, USA, 2020. (CCF Rank C)
Y. Yang, B. Huang Z. Xu and R. Yang, "A WiFi Assisted Pedestrian Heading Estimation Method Using Gyroscope", IEEE International Conference on Computers, Software and Applications (COMPSAC), pp.535-544, Madrid, Spain, 2020. (CCF Rank C)
Z. Xu, B. Huang, B. Jia and W. Li,“Compressed Multivariate Kernel Density Estimation for WiFi Fingerprint-based Localization”, accepted to appear in The 16th International Conference on Mobility, Sensing and Networking (MSN), 2020. (CCF Rank C)
L. Hao, B. Jia, J. Liu, B. Huang and W. Li, "VCG-QCP: A Reverse Pricing Mechanism Based on VCG and Quality All-pay for Collaborative Crowdsourcing," 2020 IEEE Wireless Communications and Networking Conference (WCNC), Seoul, Korea (South), 2020, pp. 1-6. (CCF Rank C)
B. Jia, , L. Hao, C. Zhang and B. Huang. A Privacy-sensitive Service Selection Method Based on Artificial Fish Swarm Algorithm in the Internet of Things. Mobile Netw Appl (2020). (CCF Rank C)
2019年
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, Vol.6, No.4, pp.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)
Y. Yang, B. Huang and R. Yang, "An Energy Efficient Pedestrian Heading Estimation Algorithm using Smartphones", IEEE International Conference on Computers, Software and Applications (COMPSAC), pp. 676-684, Milwaukee, Wisconsin, USA, 2019. (CCF Rank C)
S. Du, B. Huang, B. Jia and W. Li, "Optimal Anchor Placement for Localization in Large-scale Wireless Sensor Networks", accepted to appear in IEEE International Conference on High Performance Computing and Communications (HPCC), Zhangjiajie, Hunan, China, 2019. (CCF Rank C)
2018年
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. Jia, B. Huang, H. Gao and W. Li, "Dimension reduction in radio maps based on the supervised kernel principal component analysis", Soft Computing, Vol. 22, No. 23, pp.7697–7703, 2018. (Corresponding author, SCI三区 IF 2.367, CCF Rank C)
Q. Miao and B. Huang, "On the optimal anchor placement in single-hop sensor localization", Wireless Networks, Vol. 24, No. 5, pp. 1609–1620, 2018. (Corresponding author, CCF Rank C)
J. Shen, B. Huang, X. Kang, B. Jia and W. Li, “Localization of access points based on the Rayleigh lognormal model”, the IEEE Wireless Communications and Networking Conference (WCNC), pp. 1-6, Apr. 15-18, Barcelona, Spain, 2018. (CCF Rank C)
B. Jia, B. Huang, T. Zhou and W. Li, "Quantitatively Investigating Multihop Localization Errors in Regular 2-D Sensor Networks", 18th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2018), pp. 476-488, Nov. 15-17, Guangzhou, China, 2018. (CCF Rank C)
Y. Tian, B. Huang, B. Jia and L. Zhao, "Optimizing WiFi AP Placement for Both Localization and Coverage", 18th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2018), pp. 489-503, Nov. 15-17, Guangzhou, China, 2018. (CCF Rank C)
M. Liu, B. Huang, Q. Miao, B. Jia, "An Energy-Efficient DV-Hop Localization Algorithm", 18th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2018), pp. 175-186, Nov. 15-17, Guangzhou, China, 2018. (CCF Rank C)
R. Yang, B. Huang, J. Song, B. Jia and W. Li, "An Energy Efficient Smartphone Pedometer Based on an Auto-Correlation Analysis," 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom), pp. 878-885, Melbourne, Australia, 2018. (CCF Rank C)
X. Kang, B. Huang, R. Yang and G. Qi, "Accurately Counting Steps of the Pedestrian with Varying Walking Speeds," 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), pp. 679-686, Guangzhou, 2018. (CCF Rank C)
2017年
H. Zou, Y. Zhou, H. Jiang, B. Huang, L. Xie and C. Spanos, “Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning”, the IEEE Wireless Communications and Networking Conference (WCNC), pp. 1-6, San Francisco, CA, 2017.(CCF Rank C)
B. Jia, B. Huang, H. Gao and W. Li, “On the Dimension Reduction of Radio Maps with a Supervised Approach”, the 42nd Annual IEEE Conference on Local Computer Networks (LCN), pp.199-202, Oct. 9-12, Singapore, 2017. (CCF Rank C)
2016年
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. (Corresponding author, CCF Rank B, SCI二区 IF 4.951)
H. Zou, B. Huang, X. Lu, H. Jiang and L. Xie, “Standardizing Location Fingerprints Across Heterogeneous Mobile Devices for Indoor Localization”, the IEEE Wireless Communications and Networking Conference (WCNC), pp. 503-508, Apr. 3-6, Doha, Qatar, 2016. (CCF Rank C)
H. Zhao, B. Huang and B. Jia, “Applying Kriging Interpolation for WiFi Fingerprinting based Indoor Positioning Systems”, the IEEE Wireless Communications and Networking Conference (WCNC), pp. 1822-1827, Apr. 3-6, Doha, Qatar, 2016. (CCF Rank C)
2015年
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. (CCF Rank B, SCI二区 IF 4.951)
L. Zhao, N. Gao, B. Huang, Q. Wang and J. Zhou, "A Novel Terrain-Aided Navigation Algorithm Combined With the TERCOM Algorithm and Particle Filter," IEEE Sensors Journal, vol. 15, no. 2, pp. 1124-1131, 2015. (SCI二区)
L. Zhao, Q. Peng, B. Huang, “Shape matching algorithm based on shape contexts”, IET Computer Vision, Vol. 9, No. 5, pp. 681-690, 2015. (CCF Rank C)
2014年以前
B. Huang, C. Yu, B.D.O. Anderson and G. Mao, “Estimating Distances via Connectivity in Wireless Sensor Networks”, Wireless Communications and Mobile Computing, Vol.14, No.5, pp.541-556, 2014. (CCF Rank C)
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, W. Wu and T. Zhang, “An Improved Connectivity-based Boundary Detection Algorithm in Wireless Sensor Networks”, the 38th Annual IEEE Conference on Local Computer Networks (LCN), pp.464-467, Oct. 21-24, Sydney, Australia, 2013. (CCF Rank C)
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, CCF Rank C)
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)
B. Huang, C. Yu, B.D.O. Anderson and G. Mao, “Connectivity-based Distance Estimation in Wireless Sensor Networks”, IEEE Global Communications Conference (Globecom), pp. 1-5, Miami, Florida, USA, 2010. (CCF Rank C)
B. Huang, C. Yu and B.D.O. Anderson, “Error Propagation in Sensor Network Localization with Regular Topologies”, IEEE Global Communications Conference (Globecom), pp. 1-6, Hawaii, USA, 2009. (CCF Rank C)
发明专利(Patents)
面向室内定位的位置指纹库构建和动态更新方法, 专利号：ZL 2017 1 **.4, 授权公告日：2019.9.10.
基于FFT的步行检测方法，专利号：ZL 2017 1 **.2，授权公告日：2020.4.28.
一种异构网络环境中面向指纹定位的基站部署优化方法，专利号：ZL 2018 1 **.8，授权公告日：2020.7.7.
基于监督的室内定位指纹地图降维方法，专利号：ZL 2018 1 **.X，授权公告日：2020.10.2.

学生
博士生
Wentao Shi（2020）
Hao Gong（2020）
Lifei Hao（2019；自治区奖学金）
Runze Yang（2019；国家奖学金）
Zhendong Xu（2018；国家奖学金）
Bayaerqimuge（2018；留学生）
Yankan Yang（2017）
硕士生
Weijing Sang（2020，学硕）
Zhaoyan Zhang（2020，学硕）
Lin Su (2020，专硕)
Kai Yu（2020，专硕）
Le Qi（2020，专硕）
Jing Ning（2019, 学硕）
Xinyu Yang（2019, 学硕）
Zijia Kong（2019, 专硕）
Wenbo Chang（2019, 专硕）
Hao Hong（2019, 专硕）
Wentao Shi（2018, 学硕；转博）
Xiaomeng Li（2018, 学硕）
Xiangyu Li（2018, 专硕；自治区奖学金；内蒙古大学博士生）
Chaowei Zhang（2018, 专硕；内蒙古电力）
Shifeng Du（2017, 学硕；美团）
Zhendong Xu（2017, 学硕；转博）
Yu Tian （2017, 专硕；优秀毕业论文；第十二届中国研究生电子设计竞赛英特尔企业奖三等奖；大连理工大学博士生）
Runze Yang（2017, 专硕；内蒙古大学博士生）
Hongbo Li（2017, 专硕；优秀毕业论文；包头农发行）
Jushang Shen（2016, 学硕；自治区奖学金；内蒙古电力）
Xiaomin Kang（2016, 学硕；国家奖学金；自治区级、校级优秀毕业论文；内蒙古电力）
Minmin Liu（2016, 学硕；国家奖学金；西安交通大学博士生）
Jingpeng Wang（2016, 专硕；包头银监局）
Jian Song（2015, 学硕；京东）
Qingwei Duan（2015, 学硕；鄂尔多斯市教育局）
Wang Liao（2015, 专硕；IBM）
Rongkai Wu（2015, 专硕；北京四维图新）
Qing Miao（2014, 学硕；国家奖学金；自治区优秀毕业生；优秀毕业论文；天津大学博士生）
Guodong Qi（2014, 学硕；国家奖学金；第十二届全国研究生数学建模大赛三等奖；自治区优秀毕业生；自治区级、校级优秀毕业论文；北京国网信通产业集团）
Lei Qin（2014, 专硕；内蒙古电子信息研究所）
Hongyan Wang（2014, 专硕；河南周口市供电局）
Hialong Zhao（2013, 学硕；自治区优秀毕业生；自治区级、校级优秀毕业论文；北京工商银行总行软开）
Xiaokun Yang（2013, 学硕；公务员）
Wenye Meng（2012, 学硕；国家奖学金；自治区优秀毕业生；优秀毕业论文；乌兰察布职业学院）