副教授 博士研究生导师
专业：信号与信息处理
研究方向：自适应信号处理、主动噪声控制、非线性滤波、分布式估计、信号定位、自适应滤波器应用
Email：lulu19900303@126.com
地址：四川大学望江校区基础教学楼B座
邮编：610065
学习和工作简历
2018年西南交通大学获博士学位，同年进入四川大学工作，2017.1至2018.1赴麦吉尔大学联合培养。
科研项目与获奖
国家自然科学基金青年项目61901285：2020-2022，主持
国家自然科学基金面上项目62371319：2024-2027，主持
四川省科技厅青年项目2020YJ0017：2020-2021，主持
四川省科技厅面上项目2023NSFSC0451：2023-2024，主持
中国博士后第64批面上项目2018M640916：一等资助，2018-2020，主持
中国博士后第13批特别资助项目2020T130453：2020-2021，主持
中央高校基本科研业务费支持项目2021SCU12063：2021-2023，主持
四川大学博士后交叉学科基金项目：2019-2021，主持
横向项目23H1473：2023-2024，主持
入选2021、2022、2023年度全球前2％顶尖科学家
（斯坦福大学与爱思维尔联合发布https://elsevier.digitalcommonsdata.com/datasets/btchxktzyw/6）
2020、2022年度三信奖、2022本科教学质量优秀奖、2023优秀本科毕业设计指导
论文与专利
发表SCI期刊和EI会议论文80余篇，其中第一作者SCI期刊论文27篇（中科院二区以上20余篇），通讯作者SCI期刊论文13篇（含ESI高被引论文1篇）。论文共计被引1775次，h指数25，i10指数56（2024.2.20谷歌学术检索）https://scholar.google.ca/citations?hl=en&user=oyHXU-0AAAAJ&view_op=list_works&sortby=pubdate
部分论文：
[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, 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, 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, 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, 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, 2017.
[6] L. Lu, H. Zhao, “Diffusion leaky LMS algorithm: analysis and implementation,” Signal Processing, vol. 140, pp. 77–86, 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, Y. Yu, “Lp-norm of the LMS algorithm for bilinear forms with alpha-stable processes,” Multidimensional Systems and Signal Processing, vol. 31, pp. 191–203, 2020.
[15] 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.
[16] 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.
[17] 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.
[18] 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.
[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 I: Linear systems,” Signal Processing, vol. 183, 108039, 2021.
[20] 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.
[21] 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. 28, no. 5, pp. 1802–1809, 2021.
[22] L. Lu, Y. Yu, R.C. de Lamare, X. Yang, “Tukey's biweight M-estimate with conjugate gradient adaptive learning,” IEEE Signal Processing Letters, vol. 29, pp. 1117–1121, 2022.
[23] L. Lu, G. Zhu, X. Yang, K. Zhou, “Conjugate gradient-based FLANN algorithms in nonlinear active noise control,” Journal of the Franklin Institute, vol. 359, no. 9, pp. 4468–4488, 2022.
[24] L. Lu, K. Zhou, G. Zhu, X. Yang, B. Chen, “Partial discharge location algorithm based on total least squares with Matern kernel,” IEEE Transactions on Industrial Informatics, vol. 19, no. 3, pp. 2421–2431, 2023.
[25] Q. Li, L. Lu*, Z. Li. W. Wu, Z. Liu, G. Jeon, X. Yang*, “Coupled GAN with relativistic discriminators for infrared and visible images fusion,” IEEE Sensors Journal, vol. 21, no. 6, pp. 7458–7467, 2019. (ESI高被引论文)
[26] Y. Yu, L. Lu*, Y. Zakharov, R.C. de Lamare, B. Chen, “Robust sparsity-aware RLS algorithm with jointly-optimized parameters against impulsive noise,” IEEE Signal Processing Letters, vol. 29, pp. 1037–1041, 2022.
[27] Y. Yu, L. Lu*, Z. Zheng, X. Yang, “Interpolated individual weighting subband Volterra filter for nonlinear active noise control,” IEEE Transactions on Circuits and Systems II, vol. 67, no. 7, pp. 1359–1363, 2023.
[28] G. Zhu, K. Zhou*, L. Lu*, Y. Fu, Z. Liu, X. Yang, “Partial discharge data enhancement method based on improved WGAN-GP algorithm,” IEEE Transactions on Industrial Informatics, vol. 19, no. 5, pp. 6565–6575, 2023.
[29] J. Wang, L. Lu*, L. Shi, G. Zhu, X. Yang, “Euclidean direction search algorithm based on maximum correntropy criterion,” IEEE Signal Processing Letters, vol. 30, pp. 1032–1036, 2023.
[30] K.-L. Yin, H.-R. Zhao, Y.-F. Pu, L. Lu*, “Nonlinear active noise control with tap-decomposed robust Volterra filter,” Mechanical Systems and Signal Processing, vol. 206, pp. 110887, 2024.
专利：
[1] 芦璐,杨晓敏,吴炜,刘凯,一种偏差补偿的最小均三次方绝对值的回声消除方法 (20180920, 已授权)
[2] 芦璐,杨晓敏,周凯,朱光亚,一种基于马顿核的整体最小二乘的局部放电信号定位方法 (20201107, 已授权)
[3] 芦璐,汪杰,朱光亚,尹凯丽,杨晓敏,一种基于广义熵的欧氏方向搜索的有源噪声控制方法 (20240115, 已受理)
[4] 芦璐,汪杰,朱光亚,杨晓敏,周凯,一种基于无偏欧氏方向搜索的故障源定位方法 (20240115, 已受理)
人才培养
主讲大三秋季学期课程《自动控制原理》和《操作系统原理》
学术任职
IEEE Senior Member
期刊编辑:
客座编辑, Sensors, Special Issue on “Advanced Sensors for Active Noise Control – Design, Implementations and Applications”, May 2023 – May 2024.
学术会议:
分会主席, 10th International Conference on Graphics and Image Processing (ICGIP 2018), Chengdu, China, December 12-14, 2018.
分会主席, 40th Chinese Control Conference (CCC), Shanghai, China, July 26-28, 2021.
分会主席, Special session: Adaptive signal processing - algorithms and applications, IEEE 5th International Conference on Electronic Information and Communication Technology (ICEICT), Hefei, China, August 21-23, 2022.
期刊审稿专家:
IEEE期刊: Transactions on Industrial Informatics, Transactions on Circuits and Systems II, Transactions on Instrumentation and Measurement, Sensors, Transactions on Circuits and Systems for Video Technology, Transactions on Cybernetics, Transactions on Signal Processing, Signal Processing Letter, Communications Letters, Transactions on Vehicular Technology
EURASIP期刊: Signal Processing, Digital Signal Processing, Mechanical Systems and Signal Processing, Neurocomputing, Journal of Sound and Vibration, Measurement, Journal of the Franklin Institute, Applied Soft Computing, Applied Mathematical Modelling, AEU - International Journal of Electronics and Communications, International Journal of Electrical Power and Energy Systems
Springer 期刊: Circuits, Systems, and Signal Processing, Nonlinear Dynamics, Multidimensional Systems and Signal Processing, Wireless Networks, Wireless Personal Communications
其它期刊: IET Radar, Sonar Navigation, IET Microwaves, Antennas Propagation, IET Signal Processing, Sensors, International Journal of Adaptive Control and Signal Processing
