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杨在  
研究领域(方向)
压缩感知与优化理论,及在信号与信息处理、大数据分析和机器学习中的应用。
个人及工作简历

教育背景

2009/08–2013/06    博士,新加坡南洋理工大学电气与电子工程学院 

2007/09–2009/06    硕士,中山大学应用数学专业(保送)

2003/09–2007/06    本科,中山大学数学与应用数学专业

工作履历

2019/01至今  教授、博导,乐动体育平台官网数学与统计学院

2016/01–2018/12    教授、博导,南京理工大学自动化学院

2013/06–2015/12 博士后,新加坡南洋理工大学电气与电子工程学院

大会报告

2017/09 第25届欧洲信号处理会议,希腊科斯,三小时Tutorial课程报告(第一主讲人)

合作者:瑞典Uppsala大学Petre Stoica教授、美国科罗拉多矿业学院Gongguo Tang教授

题目:Sparse Estimation Methods for Array Processing

学术任职

2017至今   Signal Processing (Elsevier)编委(IF=3.11,中科院二区)

ICARCV 2014, CAMSAP 2015, CAMSAP 2017, CCDC2018等国际会议技术程序委员会成员

20多个SCI期刊审稿人,如IEEE Trans系列期刊IEEE T-SP、T-CYB-E、T-NNLS、T-CST、T-CI、T-WC、T-VT等

科研项目

乐动体育平台官网“青年拔尖人才”启动经费(200万),主持

国家自然科学基金项目(25万),主持

江苏省“双创团队”项目(500万),参加

学术及科研成果、专利、论文

受邀章节

Z. Yang, J. Li, P. Stoica, and L. Xie, “Sparse Methods for Direction-of-Arrival Estimation,” in Academic Press Library In Signal Processing Volume 7: Array, Radar And Communications Engineering (S. Theodoridis and R. Chellappa, Eds.), pp. 509-581, 2017.

期刊论文(节选)

[1]     Z. Yang, J. Tang, Y. C. Eldar, and L. Xie, "On the sample complexity of multichannel frequency estimation via convex optimization," IEEE Transactions on Information Theory, DOI: 10.1109/TIT.2018.2881113, 2018.

[2]     Z. Yang and L. Xie, “Exact joint sparse frequency recovery via optimization methods,” IEEE Transactions on Signal Processing, vol. 64, no. 19, pp. 5145-5157, 2016.

[3]     Z. Yang, L. Xie, and P. Stoica, “Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution,” IEEE Transactions on Information Theory, vol. 62, no. 6, pp. 3685-3701, 2016.

[4]     Z. Yang and L. Xie, “Enhancing sparsity and resolution via reweighted atomic norm minimization,” IEEE Transactions on Signal Processing, vol. 64, no. 4, pp. 995-1006, 2016.

[5]     Z. Yang and L. Xie, “On gridless sparse methods for line spectral estimation from complete and incomplete data,” IEEE Transactions on Signal Processing, vol. 63, no. 12, pp. 3139-3153, 2015.

[6]     Z. Yang, L. Xie, and C. Zhang, “A discretization-free sparse and parametric approach for linear array signal processing,” IEEE Transactions on Signal Processing, vol. 62, no. 19, pp. 4959-4973, 2014.

[7]     Z. Yang, L. Xie, and C. Zhang, “Variational Bayesian algorithm for quantized compressed sensing,” IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 2815-2824, 2013.

[8]     A. Maleki, L. Anitori, Z. Yang, and R. G. Baraniuk, “Asymptotic analysis of complex LASSO via complex approximate message passing (CAMP),” IEEE Transactions on Information Theory, vol. 59, no. 7, pp. 4290-4308, 2013.

[9]     Z. Yang, L. Xie, and C. Zhang, “Off-grid direction of arrival estimation using sparse Bayesian inference,” IEEE Transactions on Signal Processing, vol. 61, no. 1, pp. 38-43, 2013.

[10]     Z. Yang, C. Zhang, and L. Xie, “Robustly stable signal recovery of compressed sensing with structured matrix perturbation,” IEEE Transactions on Signal Processing, vol. 60, no. 9, pp. 4658-4671, 2012.

[11]     Z. Yang, C. Zhang, J. Deng, and W. Lu, “Orthonormal expansion l1-minimization algorithms for compressed sensing,” IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 6285-6290, 2011. 

联系方式
电子邮箱:yangzai@xjtu.edu.cn
联系电话:(029) 8266 7172
联系地址:西安市咸宁西路28号乐动体育平台官网数学与统计学院314室
更新日期:2019-03-13