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芦 璐

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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

Emaillulu19900303@126.com

地址:四川大学 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 四川大学 电子信息学院 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

5四川大学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

6四川大学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(9B11C4D,四川大学分级),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.