Yuan HE 何元 Ph.D, Assistant professor MSc supervisor School of Information and Communication Engineering Beijing University of Posts and Telecommunications (BUPT) Address: Xi tu cheng road 10, Beijing, China E-mail: yuanhe AT bupt DOT edu DOT cn |
News
- Chaired the special session "AI-based human sensing in radar" of International Radar conference 2019 at France, Sep. 2019.
- Publish a new book: 5G用户为中心超密集无线组网, June 2019.
- Gave a keynote speech on "data science and social science symposium" @ Harbin, China, Jan. 2019.
- Prof. Francois Le Chevalier (TUDelft) visited our lab and give a tutorial entitled "Benefits of space-time diversity for radar", Oct. 23th, 2018.
- Attended IET International Radar Conference @ Nanjing, Oct. 16th, 2018.
- Attended PCC2018, CHCI2018, CWCC2018 joint conferences @ Tianjin, Sep. 16, 2018.
- Visited Alibaba IDST (Institute of Data Science&Technologies) fliggy group (阿里巴巴飞猪) and gave a talk regarding spatio-temporal data mining, @Beijing, Sep. 12, 2018.
- Gave poster presentations for GAN based denosing and CNN based pose estimation at European Microwave Conf. and European Radar Conf. 2018, @Madrid, Spain, Sep.24th, 2018.
- Attended KDD 2018 conference, gave a presentation entitled "Spatio-temporal AQI data mining for air pollution estimation of Beijing/London", to introduce our first-prize solution for KDD Cup, @ London, Aug. 19, 2018.
- Visited MIT CSAIL and gave a talk on Human sensing using RF radio, @Boston, USA, July 2018.
- Gave an oral presentation at IEEE International Symposium on Antennas and Propagation (APS) @ Boston, USA, July 2018.
- Our MSc students (Jindong HAN, Qianqian ZHANG, Juan LIU) got the first prize (1/4170) in KDD Cup 2018, $10000 awarded. 我们获得了KDD Cup 2018的冠军!
- Chaired the special session "AI-based human sensing in radar" of International Radar conference 2019 at France, Sep. 2019.
- Publish a new book: 5G用户为中心超密集无线组网, June 2019.
- Gave a keynote speech on "data science and social science symposium" @ Harbin, China, Jan. 2019.
- Prof. Francois Le Chevalier (TUDelft) visited our lab and give a tutorial entitled "Benefits of space-time diversity for radar", Oct. 23th, 2018.
- Attended IET International Radar Conference @ Nanjing, Oct. 16th, 2018.
- Attended PCC2018, CHCI2018, CWCC2018 joint conferences @ Tianjin, Sep. 16, 2018.
- Visited Alibaba IDST (Institute of Data Science&Technologies) fliggy group (阿里巴巴飞猪) and gave a talk regarding spatio-temporal data mining, @Beijing, Sep. 12, 2018.
- Gave poster presentations for GAN based denosing and CNN based pose estimation at European Microwave Conf. and European Radar Conf. 2018, @Madrid, Spain, Sep.24th, 2018.
- Attended KDD 2018 conference, gave a presentation entitled "Spatio-temporal AQI data mining for air pollution estimation of Beijing/London", to introduce our first-prize solution for KDD Cup, @ London, Aug. 19, 2018.
- Visited MIT CSAIL and gave a talk on Human sensing using RF radio, @Boston, USA, July 2018.
- Gave an oral presentation at IEEE International Symposium on Antennas and Propagation (APS) @ Boston, USA, July 2018.
- Our MSc students (Jindong HAN, Qianqian ZHANG, Juan LIU) got the first prize (1/4170) in KDD Cup 2018, $10000 awarded. 我们获得了KDD Cup 2018的冠军!
Research Interests
- General: deep learning, signal processing, computer vision.
- Particular: mult-modal perception, spectrum sensing.
- Applications: self-driving, human computer interaction, robotics.
- General: deep learning, signal processing, computer vision.
- Particular: mult-modal perception, spectrum sensing.
- Applications: self-driving, human computer interaction, robotics.
Education
- PhD in Electrical Engineering, Delft University of Technology(TUDelft), Delft, The Netherlands, 2014.
Supervisors: Prof. Alexander Yarovoy (IEEE fellow) and Prof. Francois Le Chevalier, Microwave Sensing, Signals and Systems (MS3) group.
- MSc in Telecommunication Engineering, National University of Defense Technology(NUDT), Changsha, China, 2010.
- BSc in Telecommunication Engineering, National University of Defense Technology(NUDT), Changsha, China, 2007.
- PhD in Electrical Engineering, Delft University of Technology(TUDelft), Delft, The Netherlands, 2014.
Supervisors: Prof. Alexander Yarovoy (IEEE fellow) and Prof. Francois Le Chevalier, Microwave Sensing, Signals and Systems (MS3) group.
- MSc in Telecommunication Engineering, National University of Defense Technology(NUDT), Changsha, China, 2010.
- BSc in Telecommunication Engineering, National University of Defense Technology(NUDT), Changsha, China, 2007.
Projects:
- Principle investigator (PI): secured 8 national funding, 1 university funding and 4 industry funding in 2019.
- Funding agency: NSF China, etc.
- Principle investigator (PI): secured 8 national funding, 1 university funding and 4 industry funding in 2019.
- Funding agency: NSF China, etc.
Research
- Journal papers
- PhD thesis
Human Target Tracking in Multistatic Ultra-Wideband Radar (2014, Delft University of Technology)
- Journal papers
- Y. He, J. F. Li, X. J. Jing and M. S. Tong*, "Communication Fast Solution of Volume-Surface Integral Equations for Multiscale Structures," in IEEE Transactions on Antennas and Propagation. (二区顶刊,影响因子:4.13)
- Y. He; Li, X.*; Jing, A Mutiscale Residual Attention Network for Multitask Learning of Human Activity Using Radar Micro-Doppler Signatures,Remote sensing,2019.11. (二区,影响因子:4.118)
- Y. He, W. Huang and H. Zhang*, "Anchor-Based Active Set for User-Centric Multi-Connectivity: Mobility Enhancement and Performance Evaluation," in IEEE Access, vol. 7, pp. 107659-107668, 2019. (二区,影响因子:4.098)
- Li, X., Y. He*, Jing, X. A Survey of Deep Learning-Based Human Activity Recognition in Radar, Remote Sensing, 2019. (Joint first author) (共同一作,二区,影响因子:4.118)
- Lang, Y, Wang, Q, Yang, Y, Hou, C, Y. He, Xu, J. Person identification with limited training data using radar micro‐Doppler signatures. Microw Opt Technol Lett. 2019; 1– 9. (四区,影响因子:0.933)
- Yang Yang, Chunping Hou, Yue Lang, Guanghui Yue, Y. He, Wei Xiang, Person Identification using Micro-Doppler Signatures of Human Motions and UWB Radar, IEEE Microwave and Wireless Components Letters, 2019.(三区,影响因子:2.374)
- Y. Yang, C. Hou, Y. Lang, G. Yue and Y. He, "One-Class Classification Using Generative Adversarial Networks," in IEEE Access, vol. 7, pp. 37970-37979, 2019. (二区,影响因子:4.098)
- H. Du, T. Jin, Y. He, Y. P. Song, Y. P. Dai, "Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar", Neurocomputing, 2018.
- Y. J. Zhang, R. X. Gao, Y. He and M. S. Tong, "Effective Design of Microstrip-Line Chipless RFID Tags Based on Filter Theory," IEEE Transactions on Antennas and Propagation, 2018
- J. Zhang, T. Jin, Y. He, L. Qiu, Z. Zhou, "Range–Doppler-based centralised framework for human target tracking in multistatic radar", IET Radar Sonar & Navigation, 2017 .(IF: 1.837)
- L. Qiu, T. Jin, Y. He, B. Lu, Z. Zhou, "Sparse and low-rank matrix decomposition based micro-motion target indication in through-the-wall radar", Electronics Letters, 2017. (IF: 1.232)
- J. Zhang, T. Jin, Y. He, L. Qiu, Z. Zhou, "A Centralized Processing Framework for Foliage-Penetration Human Tracking in Multistatic Radar," Radioengineering, 2016. (IF: 1.048)
- Y. He, P. Molchanov, T. Sakamoto, F. Le Chevalier, P. Aubry, A. Yarovoy, "Range-Doppler surface: a tool to analyse human target in ultra-wideband radar," IET radar, sonar &navigation, 2015. (IF:1.837)
- Y. He, P. Aubry, F. Le Chevalier, A. Yarovoy, "Decentralized tracking for human target in multistatic ultra-wideband Radar," IET radar, sonar & navigation, 2014. (IF: 1.837)
- Y. He, P. Aubry, F. Le Chevalier, A. Yarovoy, "Self-similarity matrix based human motion analysis in high-resolution radar," Int. Journal of Microwave and Wireless Technologies, 2014. (IF: 0.976)
- Xinyu LI, Y.HE, XIaojun JING, LSTM based Human Activity Classification on Radar Range Profile, ICCEM 2019,shanghai, china.
- M.T. Dong, Y.HE, J. D. Han, X. J. Jing, "HAR-Net: Fusing Deep Representation and Hand-crafted Features for Human Activity Recognition", ICSINC 2018.
- Y. He, Y. Yang, Y. Lang, D. Huang, X. Jing, C. Hou, “Deep Learning based Human Activity Classification in Radar Micro-Doppler Image”, European Radar Conference, Madrid, Spain, 2018.
- H. Du, Y. He, T. Jin, "Transfer Learning for Human Activities Classification Using Micro-Doppler Spectrograms",The IEEE International Conference on Computational Electromagnetics (ICCEM), Chengdu, China, 2018.
- Y. MI, X. Jing, J. Mu, X. Li, Y. He, "DCGAN-based scheme for radar spectrogram augmentation in human activity classification", IEEE International Symposium on Antennas and Propagation (APS), Boston, USA, 2018.
- J. Zhang, T. Jin, Y. He, Z. Zhou, "Human micro-Doppler signature extraction in the foliage-penetration environment", Microwave Radar and Wireless Communications (MIKON) 2016 21st International Conference on, pp. 1-5, 2016.
- J. Zhang, T. Jin, Y. He, Z. Zhou, “Human Tracking Using Range and Velocity Measurements by Multistatic Radar,” Progress in Electromagnetics Research Symposium (PIERS), 2016.
- J. Zhang, T. Jin, Y. He, L. Qiu, Z. Zhou, “Foliage-penetration human tracking by multistatic radar,” IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016.
- Y. He, P. Aubry, F. Le Chevalier, A. Yarovoy, “Keystone transform based range-Doppler processing for human target in UWB radar,” IEEE radar conference, Cincinnati, U.S.A, 2014.
- Y. He, P. Aubry, F. Le Chevalier, “Ultra-wideband multistatic tracking of human targets,” IET International Radar Conference, Xi An, China, 2013.
- Y. He, F. Le Chevalier, A. Yarovoy, “Self-similarity analysis on human backscattering in radar,” European Radar Conference, Nuremberg, Germany, 2013.
- T.Sakamoto, T.Sato, Y. He, P. Aubry, A.Yarovoy, “Texture-based technique for separating echoes from people walking in UWB radar signals,” International Symposium on Electromagnetic Theory, Japan, 2013.
- Y. He, F. LeChevalier, A.Yarovoy, “Range-Doppler processing for indoor human tracking by multistatic ultra-wideband radar,” Int. radar symposium, Poland, 2012.
- Y. He, F. Le Chevalier, A. Yarovoy, “Association of range-Doppler video sequences in multistatic UWB radar for human tracking,” 9th European Radar Conference, Amsterdam, Netherlands, 2012.
- Y. He, T. G. Savelyev, A. Yarovoy, “Two-stage algorithm for extended target tracking by multistatic UWB radar,” IEEE CIE International Conference on Radar, Chengdu, China, 2011.
- Y. HE, X. Y.LI, X.J. JING, Toward Deep Learning-Based Human Target Analysis, IntechOpen, DOI: 10.5772/intechopen.81592., 11.10, 2018.
- PhD thesis
Human Target Tracking in Multistatic Ultra-Wideband Radar (2014, Delft University of Technology)
Selected Awards
- Best paper nominee, 10th European Radar Conference, 2013.
Paper entitled "Self-similarity analysis on human backscattering in radar”.
- Best young scientist presentation award, International Radar Symposium, 2012.
Paper entitled "Range-Doppler Processing for Indoor Human Tracking by Multistatic Ultra-wideband Radar”.
- Research scholarship, Chinese Scholarship Council, 2010.
- Innovative postgraduate funding, National University of Defense Technology, 2009.
- Second Prize in China National Mathematical Modeling Contest, China Society for Industrial and Applied Mathematics, 2006.
- Second Prize in Hunan Province Mathematical Modeling Contest, China Society for Industrial and Applied Mathematics, 2005.
- Best paper nominee, 10th European Radar Conference, 2013.
Paper entitled "Self-similarity analysis on human backscattering in radar”.
- Best young scientist presentation award, International Radar Symposium, 2012.
Paper entitled "Range-Doppler Processing for Indoor Human Tracking by Multistatic Ultra-wideband Radar”.
- Research scholarship, Chinese Scholarship Council, 2010.
- Innovative postgraduate funding, National University of Defense Technology, 2009.
- Second Prize in China National Mathematical Modeling Contest, China Society for Industrial and Applied Mathematics, 2006.
- Second Prize in Hunan Province Mathematical Modeling Contest, China Society for Industrial and Applied Mathematics, 2005.
Students
- 欢迎2020级硕士生报考! 每年录取2-3名硕士。
-也欢迎实习生及毕设学生,特别欢迎本科大三、大四有志于出国的学生来做高水平论文!
PhD Students (Co-)Supervised:
- Yuanquan HONG (2016 - present): physical layer security for 5G.
- Hao DU (2016 - present, co-supervised with Prof. Tian JIN, National University of Defense Technology): human activity recognition in UWB though-wall radar.
- Xinyu LI (2018 - present): multi-model perception for human pose estimation.
- Quan ZHOU (2019-present): AI-based signal detection/recognition
MSc Students (Co-)Supervised:
- Class 2017
Qianqian ZHANG (2017-2020): Intern at Alibaba
Juan LIU (2017-2020):Intern at Meituan
Chao LI (2017-2020):Intern at CHINA TELECOM research institute
Jindong HAN (2017-2020): Intern at Baidu
- Class 2018
Xinyuan LIU (2018-2021)
Weibo ZHAO (2018-2021)
Fan ZHANG(2018-2021)
Ke BU(2018-2021)
Wenhao GUO(2018-2021)
Graduated Students (Co-)Supervised:
- PhDs:
Ye MI (2016-2019): Huawei
Jingyi YE (2016-2019): Alibaba
Wenting LIU (2016-2019): Xiaomi
Yaqing CHEN (2016-2019): Alibaba
- 欢迎2020级硕士生报考! 每年录取2-3名硕士。
-也欢迎实习生及毕设学生,特别欢迎本科大三、大四有志于出国的学生来做高水平论文!
PhD Students (Co-)Supervised:
- Yuanquan HONG (2016 - present): physical layer security for 5G.
- Hao DU (2016 - present, co-supervised with Prof. Tian JIN, National University of Defense Technology): human activity recognition in UWB though-wall radar.
- Xinyu LI (2018 - present): multi-model perception for human pose estimation.
- Quan ZHOU (2019-present): AI-based signal detection/recognition
MSc Students (Co-)Supervised:
- Class 2017
Qianqian ZHANG (2017-2020): Intern at Alibaba
Juan LIU (2017-2020):Intern at Meituan
Chao LI (2017-2020):Intern at CHINA TELECOM research institute
Jindong HAN (2017-2020): Intern at Baidu
- Class 2018
Xinyuan LIU (2018-2021)
Weibo ZHAO (2018-2021)
Fan ZHANG(2018-2021)
Ke BU(2018-2021)
Wenhao GUO(2018-2021)
Graduated Students (Co-)Supervised:
- PhDs:
- Jun ZHANG (2017, PhD from National University of Defense Technology, co-supervised with Prof. Tian JIN): Human target detection/tracking in UWB multistatic radar.
- Lei QIU (2017, PhD from National University of Defense Technology, co-supervised with Prof. Tian JIN): Human vital sign detection.
Ye MI (2016-2019): Huawei
Jingyi YE (2016-2019): Alibaba
Wenting LIU (2016-2019): Xiaomi
Yaqing CHEN (2016-2019): Alibaba
Teaching
- Telecommunication Principles (Autumn, 2019), for 1st year MSc students.
- Computer fundamentals (Spring, 2020), for 2nd year BSc students.
- Computer fundamentals (Spring, 2019), for 2nd year BSc students.
- Telecommunication Principles (Autumn, 2018), for 1st year MSc students.
- Telecommunication Principles (Autumn, 2019), for 1st year MSc students.
- Computer fundamentals (Spring, 2020), for 2nd year BSc students.
- Computer fundamentals (Spring, 2019), for 2nd year BSc students.
- Telecommunication Principles (Autumn, 2018), for 1st year MSc students.
Invited Talks
- Keynote speech(特邀大会报告):"Towards Temporal-Space big Data" on Data Science and Social Science Symposium, Harbin, China, Jan. 2019.
- “时空大数据技术、创新与应用”,数据共享与安全治理研讨会, 北京,2018.11.10.
- Visited Alibaba IDST (Institute of Data Science&Technologies) fliggy group (阿里巴巴飞猪) and gave a talk regarding spatio-temporal data mining, @Beijing, Sep. 12, 2018.
- Keynote speech(特邀大会报告):"Towards Temporal-Space big Data" on Data Science and Social Science Symposium, Harbin, China, Jan. 2019.
- “时空大数据技术、创新与应用”,数据共享与安全治理研讨会, 北京,2018.11.10.
- Visited Alibaba IDST (Institute of Data Science&Technologies) fliggy group (阿里巴巴飞猪) and gave a talk regarding spatio-temporal data mining, @Beijing, Sep. 12, 2018.
Photos
Last modified: 09/2019
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