辛景民 （Jingmin XIN）

      

   

           Ph. D. (Keio University)

           Professor

           IEEE Senior Member

Google Scholar Profile

DBLP

          百度学术

             机构知识门户

Research Interests

统计与阵列信号处理、模式识别

系统辩识、自适应滤波等

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signal processing including adaptive filtering, statistical signal processing, sensor array processing, and spectral estimation,

system identification,

pattern recognition

Main Honors

陕西省优秀留学回国人员（中共陕西省委组织部、陕西省人力资源和社会保障厅、陕西省教育厅、陕西省科技厅）（2009）

全国科普工作先进工作者（科学技术部、中央宣传部、中国科学技术协会）（2016）

陕西高等学校科学技术奖励一等奖（2018）

陕西省科学技术奖励二等奖（2018）

中国自动化学会CAA自然科学奖一等奖（2018）

中国自动化学会首届CAA自动化与人工智能创新团队奖（2019）

中国自动化学会CAA优秀博士学位论文提名导师奖（2019）

中国自动化学会科普奖“AI科普行动”（2020）

 

指导学生获得2010年度首届教育部“博士研究生学术新人奖”（2010）

指导学生荣获2011年“微软学者”称号（微软亚洲研究院）（2011）

Main Academic Activities

中国认知科学学会副理事长

中国自动化学会副秘书长

中国自动化学会车辆控制与智能化专业委员会副主任

中国自动化学会普及工作委员会副主任

中国科学技术协会全国模式识别与智能系统学科首席科学传播专家

《自动化学报》编辑

Affiliation

710049   西安市碑林区咸宁西路28号

西安交通大学

人机混合增强智能全国重点实验室

视觉信息与应用国家工程研究中心

人工智能与机器人研究所

人工智能学院

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National Key Laboratory of Human-Machine Hybrid Augmented Intelligence

National Engineering Research Center for Visual Information and Application

Institute of Artificial Intelligence and Robotics

College of Artificial Intelligence

 

Xi’an Jiaotong University

28 Xianning Xilu, Xi’an 710049, China

 

Tel/Fax: 029-82668672

 

 

Time

Last Updated

January 01, 2023

Resume, Main Achievement

Education：

1984.09~1988.07：  西安交通大学  信息与控制工程系（自动控制专业），工学学士学位 (Department of Information and Control Engineering, Xi’an Jiaotong University, Xi’an, China, B.E. degree)

1991.04~1993.03：  庆应义塾大学  电气工学科，工学硕士学位 (Department of Electrical Engineering, Keio University, Yokohama, Japan, M.E. degree)

1993.04~1996.03：  庆应义塾大学  电气工学科，工学博士学位 (Department of Electrical Engineering, Keio University, Yokohama, Japan, Ph.D. degree)

 

Professional Experience：

1988.07~1990.05：  邮电部第十研究所助理工程师（Assistant Engineer, The 10th Institute of Ministry of Posts and Telecommunications of China, Xi’an, China）

1996.05~1997.02：  通信放送机构（TAO）外国人特邀研究员 (Invited Research Fellow of the Telecommunications Advancement Organization of Japan (TAO), Japan)

1997.02~1999.03：  日本科学技术振兴事业团（JST）博士后研究员（Postdoctoral Fellow of the Japan Science and Technology Corporation (JST), Japan）

1999.04~2001.12：  （株）YRP移动通信基盤技术研究所客座（主任）研究员 (Guest (senior) researcher, YRP Mobile Telecommunications Key Technology Research Laboratories Co., Ltd., Yokosuka, Japan)

2002.01~2007.01：  （株）富士通研究所研究员 (Researcher, Fujitsu Laboratories Ltd., Yokosuka, Japan)

2007.02~今：            西安交通大学 教授 (Professor, Xi’an Jiaotong University)

 

Selected Journal Papers:

  1. Jingmin Xin and Akira Sano, “Linear prediction approach to direction estimation of cyclostationary signals in multipath environment,” IEEE Trans. Signal Processing, vol. 49, no. 4, pp. 710-720, April 2001. (Regular Paper) (PDF)
  2. Jingmin Xin and Akira Sano, “MSE-based regularization approach to direction estimation of coherent narrowband signals using linear prediction,” IEEE Trans. Signal Processing, vol. 49, no. 11, pp. 2481-2497, November 2001. (Regular Paper) (PDF)
  3. Jingmin Xin and Akira Sano, “Direction estimation of coherent signals using spatial signature,” IEEE Signal Processing Letters, vol. 9, no. 12, pp. 414-417, December 2002. (Regular Paper) (PDF)
  4. Jingmin Xin and Akira Sano, “Computationally efficient subspace-based method for direction-of-arrival estimation without eigendecomposition,” IEEE Trans. Signal Processing, vol. 52, no. 4, pp. 876-893, April 2004. (Regular Paper) (PDF)
  5. Jingmin Xin and Akira Sano, “Efficient subspace-based algorithm for adaptive bearing estimation and tracking,” IEEE Trans. Signal Processing, vol. 53, no. 12, pp. 4485-4505, December 2005. (Regular Paper) (PDF)
  6. Jingmin Xin, Nanning Zheng, and Akira Sano, “Simple and efficient nonparametric method for estimating the number of signals without eigendecomposition,” IEEE Trans. Signal Processing, vol. 55, no. 4, pp. 1405-1420, April 2007. (Regular Paper) (PDF)
  7. Jingmin Xin, Nanning Zheng, and Akira Sano, “Subspace-based adaptive method for estimating direction-of-arrival with Luenberger observer,” IEEE Trans. Signal Processing, vol. 59, no. 1, pp. 145-159, January 2011. (Regular Paper) (PDF)
  8. Guangmin Wang, Jingmin Xin, Nanning Zheng, and Akira Sano, “Computationally efficient subspace-based method for two-dimensional direction estimation with L-shaped array,” IEEE Trans. Signal Processing, vol. 59, no. 7, pp. 3197-3212, July 2011. (Regular Paper) (PDF)
  9. Jingmin Xin, Chenghong Wang, Zhaotian Zhang, and Nanning Zheng, “China future challenge: Beyond the intelligent vehicle,” IEEE ITS Society Newsletter, vol. 16, no. 2, pp. 8-10, April 2014. (PDF)
  10. Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, and Tao Li, “Leveraging heterogeneous power for improving datacenter efficiency and resiliency,” IEEE Computer Architecture Letters, vol. 14, no. 1, pp. 41-45, January-June 2015. (PDF)
  11. Hao Tao, Jingmin Xin, Jiasong Wang, Nanning Zheng, and Akira Sano, “Two-dimensional direction estimation for a mixture of noncoherent and coherent signals,” IEEE Trans. Signal Processing, vol. 63, no. 2, pp. 318-333, January 2015. (Regular Paper) (PDF)
  12. Guangmin Wang, Jingmin Xin, Jiasong Wang, Nanning Zheng, and Akira Sano, “Subspace-based two-dimensional direction estimation and tracking of multiple targets,” IEEE Trans. Aerospace and Electronic Systems, vol. 51, no. 2, pp. 1386-1402, April 2015. (Regular Paper) (PDF)
  13. Minjie Lv, Hongbin Sun, Qiwei Ren, Bing Yu, Jingmin Xin, and Nanning Zheng, “Logic-DRAM co-design to exploit the efficient repair technique for stacked DRAM,” IEEE Trans. Circuits and Systems I: Regular Papers, vol. 62, no. 5, pp. 1362-1371, May 2015. (Regular Paper) (PDF)
  14. Linhai Xu, Yingzhou Wang, Hongbin Sun, Jingmin Xin, and Nanning Zheng, “Integrated Longitudinal and Lateral Control for Kuafu-II Autonomous Vehicle,” IEEE Trans. Intelligent Transportation Systems, vol. 17, no.7, pp. 2032-2041, August 2016. (Regular Paper) (PDF)
  15. Xiao Wang, Linhai Xu, Hongbin Sun, Jingmin Xin, and Nanning Zheng, “On-road vehicle detection and tracking using MMW radar and mono-vision fusion,” IEEE Trans. Intelligent Transportation Systems, vol. 17, no.7, pp. 2075-2084, August 2016. (Regular Paper) (PDF)
  16. Hao Tao, Jingmin Xin, Jiasong Wang, Nanning Zheng, and Akira Sano, “Oblique projection based enumeration of mixed noncoherent and coherent narrowband signals,” IEEE Trans. Signal Processing, vol. 64, no. 16, pp. 4282-4295, August 2016. (Regular Paper) (PDF)
  17. Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, and Nanning Zheng, “Managing battery aging for high energy availability in green datacenters,” IEEE Trans. Parallel and Distributed Systems, vol. 28, no. 12, pp. 3521-3536, December 2017. (Regular Paper) (PDF)
  18. Weiliang Zuo, Jingmin Xin, Nanning Zheng, and Akira Sano, “Subspace-based localization of far-field and near-field signals without eigendecomposition,” IEEE Trans. Signal Processing, vol. 66, no. 17, pp. 4461-4476, September 2018. (Regular Paper) (PDF)
  19. Weiliang Zuo, Jingmin Xin, Wenyi Liu, Nanning Zheng, Hiromitsu Ohmori, and Akira Sano, “Localization of near-field sources based on linear prediction and oblique projection operator,” IEEE Trans. Signal Processing, vol. 67, no. 2, pp. 415-430, January 2019. (Regular Paper) (PDF)
  20. Weiliang Zuo, Jingmin Xin, Nanning Zheng, Hiromitsu Ohmori, and Akira Sano, “Subspace-based algorithms for localization and tracking of multiple near-field sources,” IEEE J. Selected Topics in Signal Processing, vol. 13, no.1, pp. 156-171, March 2019. (Regular Paper) (PDF)
  21. Li Li, Xiao Wang, Kunfeng Wang, Yilun Lin, Jingmin Xin, Long Chen, Lihai Xu, Bin Tian, Yunfeng Ai, Jiang Wang, Dongpu Cao, Yuehu Liu, Chenghong Wang, Nannning Zheng, and Fei-yue Wang, “Parallel testing of vehicle intelligence via virtual-real interaction,” Science Robotics, vol. 4, no. 28, eaaw4106, March 2019. (Regular Paper) (PDF)
  22. Jiayi Wu, Jingmin Xin, Xiaofeng Yang, Jie Sun, Dongxiang Xu, Nanning Zheng, and Chun Yuan, “Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI,” Medical Physics, vol. 46, no. 12, pp. 5544-5561, December 2019. (Regular Paper) (PDF)
  23. 景海鹏，辛景民，胡伟，邓一兵，“空间站：迈向太空的人类探索”，自动化学报，vol. 45, no. 10, pp. 1799-1812, 2019. (Regular Paper) (PDF)
  24. Nanning Zheng, Shaoyi Du, Jianji Wang, He Zhang, Wenting Cui, Zijian Kang, Tao Yang, Bin Lou, Yuting Chi, Hong Long, Mei Ma, Qi Yuan, Shupei Zhang, Dong Zhang, Feng Ye, and Jingmin Xin, “Predicting COVID-19 in China using hybrid AI model,” IEEE Trans. Cybernetics, vol. 50, no. 7, pp. 2891-29804, 2020. (Regular Paper) (PDF)
  25. Weiliang Zuo, Jingmin Xin, Nanning Zheng, Hiromitsu Ohmori, and Akira Sano, “Subspace-based near-field source localization in unknown spatially nonuniform noise environment,” IEEE Trans. Signal Processing, vol. 68, pp. 4713-4726, 2020. (Regular Paper) (PDF)
  26. Fei-Yue Wang, Nanning Zheng, Li Li, Jingmin Xin, Xiao Wang, Linhai Xu, Bin Tian, Guozheng Wu, Zhaotian Zhang, Chenghong Wang, and Long Chen, “China’s 12-year quest of autonomous vehicular intelligence: The intelligent vehicles future challenge program,” IEEE Intelligent Transportation Systems Magazine, pp. 6-19, vol. 13, no. 2, 2021.  (PDF)
  27. Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, and Nanning Zheng, “Exploring highly dependable and efficient datacenter power system using hybrid and hierarchical energy buffers,” IEEE Trans. Sustainable Computing, pp. 412-426, vol. 6, no. 3, 2021. (Regular Paper) (PDF)
  28. Minjie Lv, Hongbin Sun, Jingmin Xin, and Nanning Zheng, “Efficient repair analysis algorithm exploration for memory with redundancy and in-memory ECC,” IEEE Trans. Computers, pp. 775-788, vol. 70, no. 5, May, 2021. (Regular Paper) (PDF)
  29. Jiangong Wang, Xiao Wang, Tianyu Shen, Yutong Wang, Li Li, Yonglin Tian, Hui Yu, Long Chen, Jingmin Xin, Xiangbin Wu, Nanning Zheng, and Fei-Yue Wang, “Parallel vision for long-tail regularization: Initial results from IVFC autonomous driving testing,” IEEE Trans. Intelligent Vehicles, pp. 286-299, vol. 7, no. 2, June 2022. (Regular Paper) (PDF)
  30. Chao Xia, Yanqing Shen, Yuedong Yang, Xiaodong Deng, Shitao Chen, Jingmin Xin, and Nanning Zheng, “Onboard sensors-based self-localization for autonomous vehicle with hierarchical map,” IEEE Trans. Cybernetics, March 2022. (DOI: 10.1109/ TCYB.2022.3155724) (Early Access) (Regular Paper) (PDF)

Selected Authorized Patents:

  1. Jingmin Xin, “Technique for direction-of-arrival estimation without eigendecomposition and its application for beamforming at base station”, United State Patent: US7068221 (2006.06.27).
  2. Jingmin Xin, “Method and device for tracking the directions-of-arrival of radio waves”, United State Patent: US7084812 (2006.08.01).
  3. Jingmin Xin “Method and apparatus for direction-of-arrival tracking and their application to beamforming at base-station”, United State Patent: US7228244 (2007.06.05).
  4. Masataka Tsuchihashi, Yasushi Seike, Kazuo Shirakawa, and Jingmin Xin, “Apparatus and method for estimating direction of arrival of radio wave”, United State Patent: US7379020 (2008.05.27).
  5. Jingmin Xin “Method and apparatus for adaptive direction estimation of radio waves”, United State Patent: US7391370 (2008.06.24).
  6. Jingmin Xin, “Incoming wave number estimation method, incoming wave number estimation device, and radio device”, United State Patent: US7450067 (2008.11.11).
  7. Jingmin Xin, “Method and apparatus for adaptive direction estimation of radio waves”, United State Patent: US7679560 (2010.03.16).
  8. Jingmin Xin, “Method and apparatus for direction-of-arrival tracking”, European Patent.: EP1703297 (2007.10.17).
  9. Jingmin Xin, “Radio wave arrival direction estimation tracking method and device”, European Patent: EP1777539 (2013.01.09).
  10. Jingmin Xin, “Number-of-arriving-waves estimating method, number-of-arriving-waves estimating device, and radio device”, European Patent: EP1903348 (2015.12.30).
  11. 辛景民，“空間特性を用いた多重波の到来方向推定方法及びこれを用いた受信ビーム形成装置”，日本专利号: P3946101 (2007.04.20).
  12. 辛景民，“マルチパス伝播環境における周期定常信号の到来方向推定方法及びこれを用いた受信ビーム形成装置”，日本专利号: P4098026 (2008.03.21).
  13. 辛景民，“固有値分解を利用しない信号到来方向推定手法および受信ビーム形成装置”,日本专利号：P4339801 (2009.07.10).
  14. 辛景民，“電波到来方向の適応推定追尾方法および装置”，日本专利号：P4545150 (2010.07.09).
  15. 辛景民，“到来波数推定手法，到来波数推定装置及び無線推定”，日本专利号：P4722132 (2011.04.15).
  16. 辛景民，“電波到来方向の追尾方法及び電波到来方向追尾装置”，日本专利号: P4805591 (2011.08.19).
  17. 辛景民，“到达方向跟踪的方法和装置及其在基站的波束成形的应用”，中国发明专利号：ZL200510090953.2 (2005.08.22), 授权公告号：CN100574144C (2009.12.23).
  18. 辛景民，曹祥，郑南宁，“基于龙伯格观测器与子空间更新的波达方向跟踪方法及装置”，中国发明专利号：201110029967.9 (2011.01.27)，授权公告号：CN102175990B (2013.03.13).
  19. 王光敏，辛景民，陶浩，郑南宁，“一种基于L型阵列二维波达方向估计的装置及其方法”，中国发明专利号：201110077208.X (2011.03.29)，授权公告号：CN102279381B (2013.10.16).
  20. 刘畅农，辛景民，王光敏，郑南宁，“基于L型传感器阵列的非相干信号二维波达方向跟踪方法及装置”，中国发明专利号：201210190774.6 (2012.06.11)，授权公告号：CN102721943B (2014.03.12).
  21. 王光敏，辛景民，刘畅农，郑南宁，“基于L型传感器阵列的信号方位角和仰角联合估计方法”，中国发明专利号：201210182172.6 (2012.06.05)，授权公告号：CN102707258B (2014.03.12).
  22. 陶浩，辛景民，刘畅农，郑南宁，“均匀线阵内不相关和相干信号混合情况下信号个数检测方法”，中国发明专利号：201210142879.4 (2012.05.10)，授权公告号：CN102706385B (2014.12.31).
  23. 陶浩，辛景民，刘畅农，郑南宁，“一种非相干及相干混合信号的二维波达方向估计方法”，中国发明专利号：ZL201310238011.9 (2013.06.14)，授权公告号：CN103344939B (2015.10.28).
  24. 武佳懿，辛景民，王光敏，郑南宁，“一种基于平行均匀线阵的相干信号二维波达方向跟踪方法及装置”，中国发明专利号：201210401268.7 (2012.10.19)，授权公告号：CN103049003B (2016.03.30).
  25. 左炜亮，辛景民，杨紫堃，郑南宁，“一种远场和近场混合信号源的定位方法”，中国发明专利号：201410174341.0 (2014.04.28)，授权公告号：CN103954931B (2016.06.08).
  26. 左炜亮，辛景民，王光敏，郑南宁，“基于部分矫正对称均匀线阵的窄带近场信号源定位方法”，中国发明专利号：201410273882.9 (2014.06.18)，授权公告号：CN104035069B (2016.08.17).
  27. 陈可，辛景民，陶浩，郑南宁，“非相干和相干信号混合情况下的信号个数检测方法”，中国发明专利号：201410123195.9 (2014.03.28)，授权公告号：CN103902822B (2017.09.08).
  28. 辛景民，杨紫堃，陶浩，“一种相干和非相干混合信号的半参数个数估计方法”，中国发明专利号：201510025903.X (2015.01.19)，授权公布号：CN104598732B (2018.03.02).
  29. 辛景民，左炜亮，陈筱，郑南宁，“一种非均匀噪声下窄带近场信号源定位方法”，中国发明专利申请号：2017106137317 (2017.07.25)，授权公布号：CN107255796B (2020.03.13).
  30. 辛景民，陈筱，郑南宁，“基于内插变换和波束形成的远场相干信号DOA估计方法”，中国发明专利号：ZL2017106143337 (2017.07.25)，专利授权公布号：CN107315162B (2020.05.22).
  31. 辛景民，刘文怡，左炜亮，郑南宁，“一种基于截断的奇异值分解的近场信号源定位方法”，中国发明专利号：ZL2018101680212 (2018.02.28)，专利授权公布号：CN108445442B (2020.08.18).
  32. 辛景民，左炜亮，蔡卓桐，郑南宁，“一种近场窄带信号源的定位方法”，中国发明专利号：ZL2018112533081 (2018.10.25)，专利授权公布号：CN109557504B (2020.10.27).
  33. 辛景民，白琼，石培文，刘思杰，邓杨阳，郑南宁，“基于注意力模型及多任务神经网络的心血管易损斑块识别方法及系统”，中国发明专利号：2018102547887 (2018.03.26)，专利授权公布号：CN108492272B (2021.01.19).
  34. 辛景民，赵石，“基于K-均值聚类字典学习的MR图像重构方法”，中国发明专利号：2019102280758 (2019.03.25)，专利授权公布号：CN110033495A (2019.07.19).
  35. 辛景民，刘文怡，左炜亮，李杰，郑南宁，“一种基于深度神经网络回归模型的近场信号源定位方法”，中国发明专利号：2019108176442 (2019.08.30)，专利授权公布号：CN110531313B (2021.05.28).
  36. 辛景民，左炜亮，武佳懿，郑南宁，“一种基于秩损的非迭代混合信号源定位方法”，中国发明专利号：2019105775837 (2019.06.28)，专利授权公布号：CN110286352B (2021.07.13).
  37. 辛景民，肖同，陈筱，左炜亮，郑南宁，“基于子空间和内插变换的远场相干信号波达方向估计方法”，中国发明专利号：2019106779318 (2019.07.25)，专利授权公布号：CN110531310B (2021.07.13).
  38. 辛景民，石培文，郑南宁，“一种弱监督的IVOCT图像异常区域检测方法”，中国发明专利号：2020102382580 (2020.03.30)，专利授权公布号：CN111444969B (2022.02.01).
  39. 辛景民，蔡卓桐，武佳懿，郑南宁，“基于核磁共振图像的血管壁分割方法、设备及存储介质”，中国发明专利号：2019109065184 (2019.09.24)，专利授权公布号：CN 110853045 A (2022.02.11).
  40. 辛景民，刘思杰，武佳懿，石培文，郑南宁，“一种基于对抗学习的糖尿病视网膜疾病的筛查装置及方法”，中国发明专利号：2019110630772 (2019.10.31)，专利授权公布号：CN110827258B (2022.02.11).
  41. 辛景民，蔡卓桐，武佳懿，郑南宁，“基于深形态学的血管斑块检测方法、设备及存储介质”，中国发明专利号：2019109065019 (2019.09.24)，专利授权公布号：CN110852987B (2022.04.22).
  42. 辛景民，蔡卓桐，郑南宁，“三重多尺度的CycleGAN、眼底荧光造影生成方法、计算机设备及存储介质”，中国发明专利号：2020106815980 (2020.07.15)，专利授权公布号：CN111860782B (2022.04.22).