芦璐
助理研究员 硕士生导师
专业:信号与信息处理
方向:自适应信号处理、主动噪声控制、非线性滤波
Email:lulu19900303@126.com
地址:best365网页版登录 望江校区
邮编:610065
学习和工作简历
2014.9-2018.6 西南交通大学 电气工程学院 博士
2017.1-2018.1 麦吉尔大学 电气与计算机学院 联合培养
2018.7-至今 best365网页版登录 best365网页版登录 助理研究员
科研项目
主持6项科研项目
1 国家自然科学基金 “高阶鲁棒仿射投影滤波算法理论及应用研究(61901285)”,2020.01~2022.12
2四川省科技厅项目“非线性系统的鲁棒仿射投影滤波方法及在主动噪声控制中的应用(No. 20YYJC3709)”,2020.01~2022.12
3中国博士后第13批特别资助“多任务分布式主动噪声控制网络的研究与应用(2020T130453)”,2020.01~2022.12
4 中国博士后第64批面上基金“复杂环境下的非线性分布式滤波算法应用与研究(2018M640916)”,2018.12~2020.09,一等资助
5best365网页版登录博士后交叉学科基金项目“基于核自适应滤波算法迁移学习的电缆附件绝缘状态评估” ,2019.12~2021.07
6best365网页版登录专职博士后研发基金“Alpha稳定分布下非线性分布式滤波算法应用与研究(2021SCU12063)” ,2021.06~2023.12
论文与专利
发表论文60余篇,其中第一作者SCI期刊论文24篇(9B,11C,4D,best365网页版登录分级),EI论文7篇,通讯作者SCI期刊论文8篇。大部分发表在本领域的国际权威期刊上。担任十余个国际期刊审稿人。
[1] L. Lu, H. Zhao, Z. He, B. Chen, “A novel sign adaptation scheme for convex combination of two adaptive filters,” International Journal of Electronics and Communications, vol. 69, no. 11, pp. 1590–1598, Nov. 2015.
[2] L. Lu, H. Zhao, “Adaptive Volterra filter with continuous lp-norm using a logarithmic cost for nonlinear active noise control,” Journal of Sound and Vibration, vol. 364, pp. 14–29, Mar. 2016.
[3] L. Lu, H. Zhao, B. Chen, “Improved-variable-forgetting-factor recursive algorithm based on the logarithmic cost for Volterra system identification,” IEEE Transactions on Circuits and Systems II, vol. 63, no. 6, pp. 588–592, Jun. 2016.
[4] L. Lu, H. Zhao, B. Chen, “Collaborative adaptive Volterra filters for nonlinear system identification in α-stable noise environments,” Journal of the Franklin Institute, vol. 353, no. 17, pp. 4500–4525, Nov. 2016.
[5] L. Lu, H. Zhao, “Active impulsive noise control using maximum correntropy with adaptive kernel size,” Mechanical Systems and Signal Processing, vol. 87, pp. 180–191, Mar. 2017.
[6] L. Lu, H. Zhao, “Diffusion leaky LMS algorithm: analysis and implementation,” Signal Processing, vol. 140, pp. 77–86, Nov. 2017.
[7] L. Lu, H. Zhao, B. Chen, “Time series prediction using kernel adaptive filter with least mean absolute third loss function,” Nonlinear Dynamics, vol. 90, no. 2, pp. 999–1013, 2017.
[8] L. Lu, H. Zhao, B. Chen, “Robust adaptive algorithm for smart antenna system of α-stable noise,” IEEE Transactions on Circuits and Systems II, vol. 65, no. 11, pp. 1783–1787, 2018.
[9] L. Lu, H. Zhao, W. Wang, Y. Yu, “Performance analysis of the robust diffusion normalized least mean p-power algorithm,” IEEE Transactions on Circuits and Systems II, vol. 65, no. 12, pp. 2047–2051, 2018.
[10] L. Lu, H. Zhao, B. Champagne, “Distributed nonlinear system identification in α-stable noise,” IEEE Signal Processing Letters, vol. 25, no. 7, pp. 979–983, 2018.
[11] L. Lu, H. Zhao, B. Champagne, “Diffusion total least-square algorithm with multi-node feedback,” Signal Processing, vol. 153, pp. 243–254, 2018.
[12] L. Lu, W. Wang, X. Yang, W. Wu, G. Zhu, “Recursive Geman-McClure method for implementing second-order Volterra filter,” IEEE Transactions on Circuits and Systems II, vol. 66, no. 7, pp. 1272–1276, 2019.
[13] L. Lu, Y. Yu, X. Yang, W. Wu, “Time delay Chebyshev functional link artificial neural network,” Neurocomputing, vol. 329, pp. 153–164, 2019.
[14] L. Lu, Z. Zheng, B. Champagne, X. Yang, W. Wu, “Self-regularized nonlinear diffusion algorithm based on Levenberg gradient descent,” Signal Processing, vol. 163, pp. 107–114, 2019.
[15] L. Lu, G. Zhu, X. Yang, K. Zhou, Z. Liu, W. Wu, “Affine projection algorithm based high-order error power for partial discharge denoising in power cables,” IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 4, pp. 1821–1832, 2020.
[16] L. Lu, L. Chen, Z. Zheng, Y. Yu, X. Yang, “Behavior of the LMS algorithm with hyperbolic secant cost,” Journal of the Franklin Institute, vol. 357, no. 3, pp. 1943–1960, 2020.
[17] L. Lu, X. Yang, W. Wang, Y. Yu, “Recursive second-order Volterra filter based on Dawson function for chaotic memristor system identification,” Nonlinear Dynamics, vol. 90, no. 2, pp. 999–1013. 2020.
[18] L. Lu, K.-L. Yin, R.C. de Lamare, Z. Zheng, Y. Yu, X. Yang, B. Chen, “A survey on active noise control in the past decade–Part I: Linear systems,” Signal Processing, vol. 183, 108039, 2021.
[19] L. Lu, K.-L. Yin, R.C. de Lamare, Z. Zheng, Y. Yu, X. Yang, B. Chen, “A survey on active noise control in the past decade–Part II: Nonlinear systems,” Signal Processing, vol. 181, 107929, 2021.
[20] L. Lu, K. Zhou, G. Zhu, B. Chen, X. Yang, “Partial discharge signal denoising with recursive continuous S-shaped algorithm in cables,” IEEE Transactions on Dielectrics and Electrical Insulation, vol. pp, 2021.