宋恩彬

宋恩彬

宋恩彬,男,四川大學博士,現任四川大學數學學院教授。

基本介紹

  • 中文名:宋恩彬
  • 國籍中國
  • 畢業院校四川大學
  • 學位/學歷:博士
  • 職業:學者
  • 專業方向:套用統計、信息融合、大數據中的最最佳化方法與機器學習 
  • 主要成就:四川省科學技術進步獎一等獎 
    全國百篇優秀博士學位論文提名獎 
  • 工作單位四川大學數學學院
  • 職稱:教授 
教育經歷,工作經歷,研究方向,代表論文及著作,科研項目,學術榮譽,

教育經歷

2002-2007 四川大學碩士、博士

工作經歷

2007.7-2009.11 四川大學計算機學院 博士後、講師
2009.11-2014.6 四川大學數學學院 副教授
2010.4-2011.5 University of Minnesota 博士後、研究助理
2012.10-2012.12 中國科學院計算數學研究所 訪問學者
2013.12-2014.2 香港中文大學 訪問學者
2014.7-今 四川大學數學學院 教授

研究方向

套用統計、信息融合、大數據中的最最佳化方法與機器學習

代表論文及著作

My Google Scholar Citation
1.Linxia Zhang, Dunbiao Niu, Enbin Song, Jie Zhou, Qingjiang Shi, Yunmin Zhu,JointOptimization of Dimension Assignment and Compression in Distributed Estimation Fusion,IEEE Transactions on Signal Processing 67 (9), 2453-2468, 2019.
2.Enbin Song,Qingjiang Shi, Yunmin Zhu, Jianxin Pan, Robust hypothesis testing for asymmetric nominal densities under a relative entropy tolerance,SCIENTIA SINICA Mathematica 61 (10), 1851-1880,2018.
3.Enbin Song,Qingjiang Shi, Yunmin Zhu, Acceleration of block coordinate descent method achieves the O(1/k^2) rate of convergence for a convex function with block coordinate strong convexity,SCIENTIA SINICA Mathematica 46 (10), 1499-1506,2016.
4.Yafeng, Liu,Mingyi, Hong,Enbin Song, Sample approximation-based deflation approaches for chance SINR-constrained joint power and admission control,IEEE Transactions on Wireless Communications 15 (7), 4535-4547,2016.
5.Yongxin Gao,Xiaorong, Li, Enbin Song, Robust linear estimation fusion with allowable unknown cross-covariance,IEEE Transactions on Systems, Man, and Cybernetics: Systems 46 (9), 1314-1325, 2015.
6.Qingjiang Shi, Weiqiang Xu, Jinsong Wu, Enbin Song, Yaming Wang, Secure beamforming for MIMO broadcasting with wireless information and power transfer, IEEE Transactions on Wireless Communications 14 (5), 2841-2853, 2015.
7.Qingjiang Shi, Weiqiang Xu, Tsung-Hui Chang, Yongchao Wang, Enbin Song, Joint beamforming and power splitting for MISO interference channel with SWIPT: An SOCP relaxation and decentralized algorithm,IEEE Transactions on Signal Processing 62 (23), 6194-6208, 2014.
8.Shuai Ma, Mingyi Hong, Enbin Song, Xiangfeng Wang, Dechun Sun, Outage constrained robust secure transmission for MISO wiretap channels,IEEE Transactions on Wireless Communications 13 (10), 5558-5570, 2014.
9.Enbin Song, Jie Xu, Yunmin Zhu, Optimal distributed Kalman filtering fusion with singular covariances of filtering errors and measurement noises,IEEE Transactions on Automatic Control 59 (5), 1271-1282, 2014.
10.Lei Jiao, Enbin Song, Vicent Pla, Frank Y Li, Capacity upper bound of channel assembling in cognitive radio networks with quasistationary primary user activities,IEEE Transactions on Vehicular Technology 62 (4), 1849-1855, 2012.
11.Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruo-Yu Sun, Zhi-Quan Luo, Robust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight?,EURASIP Journal on Wireless Communications and Networking 2012 (1), 243, 2012.
12.Jie Xu, Enbin Song, Yingting Luo, Yunmin Zhu, Optimal distributed Kalman filtering fusion algorithm without invertibility of estimation error and sensor noise covariances,IEEE Signal Processing Letters 19 (1), 55-58, 2011.
13.Xiaojing Shen, Yunmin Zhu, Enbin Song, Yingting Luo,Minimizing Euclidian state estimation error for linear uncertain dynamic systems based on multisensor and multi-algorithm fusion, IEEE Transactions on Information Theory 57 (10), 7131-7146, 2011.
14.Enbin Song, Xiaojing Shen, Jie Zhou, Yunmin Zhu, Zhisheng You, Performance analysis of communication direction for two-sensor tandem binary decision system,IEEE Transactions on Information Theory 55 (10), 4777-4785, 2009.
15.Xiaojing Shen, Enbin Song, Yunmin Zhu, Yingting Luo, Globally optimal distributed Kalman fusion with local out-of-sequence-measurement updates,IEEE Transactions on Automatic Control 54 (8), 1928-1934, 2009.
16.Enbin Song, Yunmin Zhu, Jie Zhou and Zhisheng You, Minimum Variance in Biased Estimation With Singular Fisher Information Matrix,IEEE Transactions on signal processing 57 (1), 376-381, 2009.
17.Enbin Song, Yunmin Zhu, Jie Zhou and Zhisheng You, Optimal Kalman filtering fusion with cross-correlated sensor noises,Automatica 43 (8), 1450-1456, 1849-1855, 2007.
18.Enbin Song, Yunmin Zhu, Jie Zhou, Some progress in sensor network decision fusion,Journal of Systems Science and Complexity 20 (2), 293-303, 2007.
19.Enbin Song, Yunmin Zhu, Jie Zhou, Sensors’ optimal dimensionality compression matrix in estimation fusion,Automatica 41 (12), 2131-2139, 2005.
20.Yunmin Zhu, Enbin Song, Jie Zhou, Zhisheng You, Optimal dimensionality reduction of sensor data in multisensor estimation fusion,IEEE Transactions on Signal Processing 53 (5), 1631-1639, 2005.

科研項目

19YYJC2576 多無人機協同目標定位算法研究 四川省科學技術廳套用基礎項目 2019.1-2021.1
61473197 多感測器系統估計和判決融合中的維數壓縮問題 國家自然科學基金面上項目 2015.1-2018.12
60901037 多感測器系統中的穩健估計融合 國家自然科學基金青年基金 2010.1-2012.12
200801446 主動雷達與被動雷達數據融合中某些關鍵問題研究 中國博士後科學基金(特別資助金) 2008.9-2009.9
20070420221 信息融合與處理中的穩健性問題 中國博士後科學基金(一等資助金) 2007.7-2009.7

學術榮譽

2010年 四川省科學技術進步獎一等獎(排名第四)
2009年 全國百篇優秀博士學位論文提名獎

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