东南大学-信息与信号处理工程系


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yili-xia|夏亦犁
  • 姓名:夏亦犁
  • 职务:信息与信号处理工程系副系主任(主管科研)
  • 出生年月:1984年7月
  • 职称:副教授,硕士生导师
  • 学历:工学博士
  • 现从事专业:信号与信息处理
  • 电子信箱:yili_xia[AT]seu[DOT]edu[DOT]cn

简介

   2002-2006年在东南大学信息科学与工程学院学习,获得信息工程专业学士学位;2006-2007年在英国帝国理工学院电气与电子工程系学习,获得通信与信号处理专业一等荣誉硕士学位;2007年起获欧盟委员会(European Commssion)与英国工程与自然研究理事会(EPSRC)奖学金,在帝国理工学院通信与信号处理实验室攻读博士,2010年获得自适应信号处理专业博士学位;2011年-2012年帝国理工学院通信与信号处理实验室博士后研究员;2013年起任东南大学信息科学与工程学院副教授;2014年入选江苏省双创博士计划。近年来主要研究方向包括复数及四元数统计信号处理,线性与非线性自适应滤波算法,以及信号处理在通信、电力等领域的应用。近年来主要主持及参加EPSRC基金,国家自然科学基金、江苏省科技支撑计划、江苏省自然科学基金等课题的研究。
  在IEEE Signal Processing Magazine, IEEE Transactions on Neural Networks/ Instrumentation and Measurement, Elsevier Signal Processing等期刊及国际会议发表SCI/EI收录学术论文20余篇,获国际会议最佳论文奖1项,授权英国发明专利1项。担任IEEE Signal Processing Magazine, IEEE J-STSP, IEEE Transactions on Signal Processing/Neural Networks and Learning Systems, IEEE Signal Processing Letters等期刊审稿人,并担任亚太信号与信息处理协会(APSIPA)信号与信息处理理论与方法技术委员会成员。

承担课程

    盲信号处理导论,春季

代表论文

  1. Y. Xia, Y. He, K. Wang, W. Pei, Z. Blazic and D. P. Mandic, “A complex least squares enhanced smart DFT technique for power system frequency estimation”, IEEE Transactions on Power Delivery, to appear.
  2. Y. Xia, C. Jahanchahi, T. Nitta and D. P. Mandic,“Performance bounds of quaternion estimators”, IEEE Transactions on Neural Networks and Learning Systems, to appear.
  3. Y. Xia, Z. Blazic and D. P. Mandic,“Complex-valued least squares frequency estimation for unbalanced power systems”, IEEE Transactions on Instrumentation and Measurement, vol. 64, no.3, pp. 638-648, 2015.
  4. Y. Xia, C. Jahanchahi and D. P. Mandic, “Quaternion-valued echo state networks”, IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 4, pp. 663-673, 2015.
  5. J. Hao, W. Pei, Y. Xia and K. Wang, “Adaptive pulse signal shaping of tag response signal for RFID tag test system”, Electronics Letters, vol. 50, no. 17, pp. 1182-1184, 2014.
  6. Y. Xia and D. P. Mandic, “A widely linear least mean phase algorithm for adaptive frequency estimation of unbalanced power system”, International Journal of Electrical Power & Energy Systems, vol. 65, pp. 367-375, 2014.
  7. Y. Xia and D. P. Mandic, “Augmented iterative MVDR spectrum based frequency estimation for unbalanced power systems”, IEEE Transactions on Instrumentation and Measurement, vol. 62, no. 7, pp. 1917-1926, 2013.
  8. Y. Xia, S. C. Douglas and D. P. Mandic, “Adaptive frequency estimation in smart grid applications: Exploiting noncircularity and widely linear estimators”, IEEE Signal Processing Magazine, vol. 29, no. 5, pp. 44-54, 2012.
  9. L .Li, Y. Xia, B. Jelfs, J. Cao and D. P. Mandic, “Modelling of brain consciousness based on collaborative filters”, Neurocomputing, vol. 76, no. 1, pp. 36-43, 2012.
  10. Y. Xia and D. P. Mandic, “Widely linear adaptive frequency estimation of unbalanced three-phase power systems”, IEEE Transactions on Instrumentation and Measurement, vol. 61, no. 1, pp. 74-83, 2012.
  11. Y. Xia, D. P. Mandic and A. H. Sayed, “An adaptive diffusion augmented CLMS algorithm for distributed filtering of noncircular complex signals”, IEEE Signal Processing Letters, vol. 18, no. 11, pp. 74-83, 2012.
  12. Y. Xia, B. Jelfs, M. M. Van Hulle, J. C. Principe and D. P. Mandic, “An augmented echo state network for nonlinear adaptive filtering of complex noncircularsignals”, IEEE Transactions on Neural Networks, vol. 22, no. 1, pp. 74-83, 2011.
  13. Y. Xia, C. Cheong Took and D. P. Mandic, “An augmented affine projection algorithm for the filtering of complex noncircular signals”, Signal Processing, vol. 90, no. 6, pp. 1788-1799, 2010.
  14. D. H. Dini, Y. Xia, D. P. Mandic and S. C. Douglas, “Widely linear state space models for frequency estimation in unbalanced three-phase power systems”, IEEE Sensor Array and Multichannel Signal Processing Workshop, pp. 9-12, 2012.
  15. Y. Xia, S. C. Douglas and D. P. Mandic, “Widely linear adaptive frequency estimation in three phase power systems under unbalanced voltage sag conditions”, International Joint Conference on Neural Networks, pp. 1700-1705, 2011.
  16. Y. Xia, L. Li, J. Cao, M. Golz, and D. P. Mandic, “A collaborative filtering approach for Quasi-Brain-Death EEG analysis”, International Conference on Acoustics, Speech and Signal Processing, pp. 645-648, 2011.
  17. N. Rehman, Y. Xia and D. P. Mandic, “Application of multivariate empirical mode decomposition for seizure detection in EEG signals”, 32ndAnnual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1650-1653, 2010.
  18. D. P. Mandic, Y. Xia, and S. C. Douglas, “Steady state analysis of the CLMS and augmented CLMS algorithms for noncircular signals”, Asilomar Conference on Signals, Systems and Computers, pp. 1635-1639, 2010.
  19. Y. Xia, S. Javidi, and D. P. Mandic, “A regularised normalised augmented complex least mean square algorithm”, 7th International Symposium on Wireless Communications, pp. 355-359, 2010.
  20. D. Looney, C. Park, Y. Xia, P. Kidmose, M. Unstrup and D. P. Mandic, “Towards estimating selective auditory attention from EEG using a novel time-frequency synchronisation framework”, International Joint Conference on Neural Networks, pp. 1-5, 2010.
  21. Y. Xia, C. Cheong Took, S. Javidi and D. P. Mandic, “A widely linear affine projection algorithm”, IEEE Workshop on Statistical Signal Processing, pp. 373-376, 2009.
  22. B. Jelfs, Y. Xia, D. P. Mandic and S. C. Douglas, “Collaborative adaptive filtering in the complex domain”, IEEE Workshop on Machine Learning for Signal Processing, pp. 421-425, 2008.
  23. Y. Xia, D. P. Mandic, M. M. Van Hulle and J. C. Principe, “A complex echo state network for nonlinear adaptive filtering”, IEEE Workshop on Machine Learning for Signal Processing, pp. 404-408, 2008.

科研项目

  1. 基于电压离散傅立叶联合功率谱的非平衡电力系统频率估计技术研究,国家自然科学基金(61401094),2015-2017.
  2. 互补阻性开关阵列的非线性动力学理论及电路设计方法研究,国家自然科学基金(61271058), 2013-2016.
  3. 基于电压联合周期图最大化的非平衡电力系统频率估计技术研究,江苏省自然科学基金(BK20140645),2014-2017.
  4. 确定性随机密码理论与应用研究,江苏省自然科学基金(SBK201140040),2011-2014.
  5. 绿色微纳无线通信芯片技术研究开发及其应用, 江苏省科技支撑计划,2012-2014.
  6. Novel Adaptive Filtering Techniques for Multidimensional Signals, EPSRC, EP/H026266/1, 2010-2013.

授权专利

  1. D. P. Mandic, Y. Xia, D. Dini, Frequency estimation in a three phase electrical distribution system, GB2506626, 2014.

获奖情况

  1. Modelling of brain consciousness based on collaborative filters, ISNN’10会议最优论文奖
  2. European Commission, EPSRC研究助理奖学金,2007-2011
  3. 帝国理工优秀硕士毕业生,2007

联系方式

  • 南京通信技术研究院多媒体信息处理技术研究部
  • 办公地点:东南大学无线谷A5-409室
  • 电话:025-84980409
  • 邮编:211111


东南大学-信息与信号处理工程系