餘亮

“機械裝備聲學感知和智能信息處理”研究方向，發展機械裝備先進聲學測量、故障診斷和智能信號處理方法：

（1）航空機械裝備實驗氣動聲學：氣動聲學測量和氣動聲學信號處理；

（2）機械裝備故障診斷：多物理場測量和多維信息處理；

（3）人工智能和數據信息處理方法；

先後獲得日本早稻田大學圖像處理與機器學習專業碩士（2009/09 - 2011/03）、法國里昂大學聲學與陣列信號處理博士學位（2011/09 - 2015/03 ）。上海交通大學機械與動力工程學院博士後（2015/05 – 2018/05），上海交通大學機械與動力工程學院，機械系統與振動國家重點實驗室，助理研究員（2018/05 – 2023/08/31）。西北工業大學，民航學院，教授，博士生導師（2023/09 - 今） ^[2]  。

代表性理論和方法：

（1）合成孔徑傳聲器陣列非同步測量理論與方法；

（2）聲學風洞陣列測量和循環平穩信號處理理論與方法；

（3）複雜干擾下時變子空間貝葉斯學習振動噪聲精準測量理論和方法；

【榮譽獎勵】

省部級獎勵2項、學院系所考核獎勵3項、會議優秀論文獎7項，優秀審稿人獎1項：

氣動噪聲控制重點實驗室重點實驗室基金優秀結題項目負責人（2018）

2020年教職工年度述職考核良好（2020）

2021年教職工年度聘期考核優秀（2021）

2022年教職工年度述職考核優秀（2022）

上海市科技發明一等獎，機電產品的非平穩噪聲快速計算、精準測量及其降噪技術（2020, 排8）

中國機械工業科學技術獎科技進步二等獎，強幹擾環境下機械系統非平穩聲源辨識技術及應用（2019, 排11）

IET International Communication Conference on Wireless, Mobile and Computing Proceedings 最佳學生論文（2009）

MSSP優秀審稿專家（2017）

第二屆全國氣動噪聲及控制技術學術會議優秀論文作者（2019）

第29屆全國振動噪聲學術會議優秀論文作者（2020）

ICICSP2022最優論文獎（2022）

第30屆全國振動噪聲學術會議優秀論文作者（2023）

第七屆中國空天動力聯合大會優秀論文作者（2023）

第三屆全國氣動噪聲及控制技術學術會議優秀論文作者（2023）

第六屆信息通信與信號處理國際會議ICICSP“2023年度傑出貢獻獎”（2023） ^[3] 

《聲學學報》第一屆青年編委會（2023） ^[4] 

發表論文100餘篇， 其中在MSSP，JSV和IEEE TIM等雜誌發表第一/通信作者發表SCI論文57篇，主要的論文列表如下：

【中文期刊論文】

[1] 餘亮, 吳海軍, 蔣偉康. 結合波束形成和GAN網絡的多通道語音增強研究. 噪聲與振動控制, 2018, 38(S2): 591-596.

[2] 劉學良, 吳海軍, 餘亮. 四邊形常數單元離散下的聲學非奇異BIE. 噪聲與振動控制, 2018, 38(S1): 14-18.

[3] 嚴莉, 李豆, 餘亮, 吳海軍, 蔣偉康, 唐路蒙. 破壁料理機減振降噪研究. 噪聲與振動控制, 2019, 39(06): 257-261.

[4] 餘亮, 潘錚, 陳正武, 蔣偉康. 傳聲器陣列特徵值濾波去噪方法. 聲學學報, 2021, 46(3): 335-343.

[5] 丁晉晉, 胡定玉, 餘亮. 三維空間非同步測量高分辨率聲成像方法. 聲學學報, 2021, 47(2): 220-228.

[6] 餘亮, 潘錚, 陳正武, 高建正, 蔣偉康. 基於最優收縮的傳聲器陣列部分相干噪聲去噪方法. 聲學技術, 2021, 40(5): 671-679.

[7] 初寧, 黃乾, 餘亮*, 寧嶽, 徐建鋒, 吳大轉. 一種基於相位平均的旋轉聲源高分辨率定位方法. 振動與衝擊, 2021, 40(19): 125-136.

[8] 王冉，黃裕春，張軍武，餘亮* ，變轉速下滾動軸承的階頻譜相關域微弱故障特徵增強與提取，測控技術， 2022.

[9] 王冉, 餘龍靖, 餘亮*, 蔣偉康. 基於RPCA 低秩稀疏分解的循環頻率檢測方法. 振動與衝擊, 2022

[10] 王冉, 張軍武, 餘亮*, 組稀疏低秩矩陣估計的變轉速滾動軸承故障特徵提取. 振動與衝擊, 2023

[11] 王冉,曹徐,張軍武,餘亮*,基於張量CP分解的滾動軸承微弱故障特徵提取方法,振動、測試與診斷,2023

[12] 王冉,黃裕春,張軍武,餘亮*. 基於低秩和稀疏分解的滾動軸承故障特徵提取方法對比研究.振動與衝擊,2023.

[13] 王冉、汪光哲、張晨宇、郭奇欣、張永立、餘亮*、高源、陳諾，拖曳陣列流致噪聲的混合高斯建模與抑制(20230301-0033),聲學學報, 2023.

[14] 高康,鄶浩瑜,黃時春,餘亮,蔣偉康, 圓形流管內高階混合模態激發的全局標定方法(氣動聲學專欄)，實驗流體力學,2023.

【英文期刊論文】

[1] Jerome Antoni, Liang Yu, Quentin Leclere. Reconstruction of sound quadratic properties from non-synchronous measurements with insufficient or without references: Proof of concept. Journal of Sound and Vibration, 2015, 349: 123-149.

[2] Liang Yu, Jerome Antoni, Quentin Leclere. Spectral matrix completion by cyclic projection and application to sound source reconstruction from non-synchronous measurements. Journal of Sound and Vibration, 2016, 372: 31-49.

[3] Liang Yu, Jerome Antoni, Quentin Leclere, Weikang Jiang. Acoustical source reconstruction from non-synchronous sequential measurements by Fast Iterative Shrinkage Thresholding Algorithm. Journal of Sound and Vibration, 2017, 408: 351-367.

[4] Liang Yu, Haijun Wu, Jerome Antoni, Weikang Jiang. Extraction and imaging of aerodynamically generated sound field of rotor blades in the wind tunnel test. Mechanical Systems and Signal Processing, 2019, 116: 1017-1028.

[5] Liang Yu, Jerome Antoni, Haijun Wu, Weikang Jiang. Reconstruction of cyclostationary sound source based on a back-propagating cyclic wiener filter. Journal of Sound and Vibration, 2019, 442: 787-799.

[6] Liang Yu, Jerome Antoni, Haijun Wu, Quentin Leclere, Weikang Jiang, Fast Iteration Algorithms for Implementing the Acoustic Beamforming of Non-synchronous Measurements. Mechanical Systems and Signal Processing, 2019, 134: 106309.

[7] Liang Yu, Jerome Antoni, Han Zhao, Qixin Guo, Rui Wang, Weikang Jiang. The acoustic inverse problem in the framework of alternating direction method of multipliers. Mechanical Systems and Signal Processing, 2021, 149: 107220.

[8] Lin Geng, Liang Yu*, Meng-Lin Mu, Chun-Dong He, Bo Yan. Recovery of non-stationary free field based on pressure and acceleration measurements in a noisy environment. Journal of Sound and Vibration, 2019, 453: 25-40.

[9] Lin Geng, Liang Yu*, Chundong He, Wuguo Wang, Yunhao Dai. A multistep acoustic method for suppressing the reconstruction instability of instantaneous vibration of an exciting planar structure. Mechanical Systems and Signal Processing, 2020, 135: 106402.

[10] Liang Yu, Li Yan, Mengjie Chen, Liangchao Dong. Cyclostationary modeling of the surface EMG signal and its application for CP diagnosis. Journal of Shanghai Jiaotong University (Science), 2018, 23(1): 56-61.

[11] Liang Yu, Wei Dai, Shichun Huang, Weikang Jiang. Sparse Time–Frequency Representation for the Transient Signal Based on Low-Rank and Sparse Decomposition. Journal of Acoustics, 2019, 1: e190003.

[12] Hao Jiang, Haijun Wu, Liang Yu, Weikang Jiang. Force identification based on the reconstruction of distributed response with an optimized sensor placement. ARCHIVE Proceedings of the Institution of Mechanical Engineers Part C, Journal of Mechanical Engineering Science, 2018, 203(210): 1989-1996.

[13] Haijun Wu, Liang Yu, Weikang Jiang. A coupling FEM/BEM method with linear continuous elements for acoustic-structural interaction problems. Applied Acoustics, 2019, 150: 44-54.

[14] Shichun Huang, Liang Yu*, Weikang Jiang*. Water entry sound detection in strong noise by using the spectrogram matrix decomposition method. Applied Acoustics, 2020, 161: 107171.

[15] Dingyu Hu, Jinjin Ding, Han Zhao, Liang Yu* , Spatial basis interpretation for implementing the acoustic imaging of non-synchronous measurements. Applied Acoustics, 2021, 182: 108198.

[16] Ning Chu, Linlin Wang, Liang Yu, Changbo He, Linlin Cao, Bin Huang, Dazhuan Wu. An Adaptive Autogram Approach Based on a CFAR Detector for Incipient Cavitation Detection. Sensors, 2020, 20(8): 2303.

[17] Ning Chu*, Yue Ning, Liang Yu*, Qian Huang, Dazhuan Wu. A High-Resolution and Low-Frequency Acoustic Beamforming Based on Bayesian Inference and Non-Synchronous Measurements. IEEE Access, 2020, 8: 82500-82513.

[18] Haijun Wu, Dou Li, Liang Yu, Weikang Jiang. A boundary element method based near field acoustic holography in noisy environments. Journal of the Acoustical Society of America, 2020, 147(5): 3360-3371.

[19] Ning Chu, Han Zhao, Liang Yu*, Qian Huang, Yue Ning. Fast and High-Resolution Acoustic Beamforming: A Convolution Accelerated Deconvolution Implementation. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 6502415.

[20] Liang Yu, Qixin Guo, Ning Chu, Rui Wang. Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements. Sensors, 2020, 20: 7308.

[21] Ning Chu, Yue Ning, Liang Yu*, Qian Huang, Dazhuan Wu. A Fast and Robust Localization Method for Low-Frequency Acoustic Source: Variational Bayesian Inference Based on Nonsynchronous Array Measurements. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 2504718.

[22] Ning Chu, Qian Huang, Liang Yu*, Yue Ning, Dazhuan Wu. Rotating acoustic source localization: A power propagation forward model and its high-resolution inverse methods. Measurement, 2021, 174: 109006.

[23] Liang Yu, Yi Fan, Ning Chu, Qian Huang, Yue Ning, Peng Hou. Low complexity modeling of cross-spectral matrix and its application in the non-synchronous measurements of microphones array. IEEE Access, 2021, 9: 21951-21964.

[24] Ning Chu, Yue Ning, Liang Yu*, Qin Liu, Qian Huang, Dazhuan Wu, Peng Hou. Acoustic Source Localization in a Reverberant Environment based on Sound Field Morphological Component Analysis and Alternating Direction Method of Multipliers. IEEE Transactions on Instrumentation and Measurement, 2021,70: 1-13.

[25] Ning Chu, Qin Liu, Liang Yu*, Yue Ning, Peng Hou. Non-synchronous Measurements of a Microphone Array at Coprime Positions. IEEE Signal Processing Letters, 2021, 28: 1420-1424.

[26] Liang Yu, Zening Gong, Ning Chu, Yue Ning, Yuling Zheng, Peng Hou. Adaptive Imaging of Sound Source Based on Total Variation Prior and a Subspace Iteration Integrated Variational Bayesian Method. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-17.

[27] Ran Wang, Haitao Fang, Longjing Yu, Liang Yu*, Jin Chen. Sparse and low-rank decomposition of the time-frequency representation for bearing fault diagnosis under variable speed conditions. ISA transactions, 2021:0019-0578.

[28] Ran Wang, Chenyu Zhang, Liang Yu*, Jiaqing Li. Sparsity-Enhanced Equivalent Source Method for Acoustic Source Reconstruction via The Generalized Minimax-Concave Penalty. Mechanical Systems and Signal Processing，2022, 167: 108508.

[29] Shihunag Huang, Xingjian Pan, Liang Yu*, Weikang Jiang*. Achieving cylindrical duct modes generation in Spinning Mode Synthesizer via a least-square identification of the global calibration factor. Applied Acoustics, 2022, 186: 108423.

[30] Liang Yu, Longjing Yu, Jiaqi Wang, Ran Wang , Zhifei Chen. Cyclostationary modelling for the aerodynamically generated sound of helicopter rotors. Mechanical Systems and Signal Processing, 2022, 168: 108680.

[31] Liang Yu, Chenyu Zhang, Ran Wang, Guogang Yuan, Xiao Wang. Grid-moving equivalent source method in a probability framework for the transformer discharge fault localization. Measurement, 2022, 191:110800.

[32] Ran Wang, Chenyu Zhang, Liang Yu*, Haitao Fang, Xiong Hu. Rolling bearing weak fault feature extraction under varible speed conditions via joint sparsity and low-rankness in the cyclic order-frequency domain. Applied Sciences, 2022, 12:2449.

[33] Liang Yu, Zhixin Li, Ning Chu*, Ali Mohammad-Djafari, Qixin Guo, Rui Wang. Achieving the Sparse Acoustical Holography via the Sparse Bayesian Learning. Applied Acoustics, 2022, 191: 108690.

[34] Qin Liu, Ning Chu*, Liang Yu*, Yue Ning, Peng Wu. Efficient Localization of Low Frequency Sound Source with Non-Synchronous Measurement at Coprime Positions by Alternating Direction Method of Multipliers. IEEE Transactions on Instrumentation and Measurement, 2022, 14: 1-12.

[35] Liang Yu, Jerome Antoni, Jiayu Deng, Cong Li, Weikang Jiang. Low rank and Gaussian Mixture Modeling of the space-snapshot representation of microphone array measurement for the Acoustic Imaging in a complex noisy environment. Mechanical Systems and Signal Processing, 2022, 165: 108294.

[36] Ran Wang, Longjing Yu, Chunhua Wei, Shuai Ma, Weiguo Zhang, Zhifei Chen, Liang Yu*,Aerodynamic noise separation of helicopter main and tail rotors using a cascade filter with Vold-Kalman filter and cyclic Wiener filter, Applied Acoustics,Volume 192, 2022, 108751, ISSN 0003-682X.

[37] Ran Wang, Ting Liu, Chenyu Zhang, Liang Yu*, Jiaqing Li,Noise source localization in permanent magnet synchronous motors under time-varying speed working conditions, Applied Acoustics, Volume 192, 2022, 108724, ISSN 0003-682X.

[38] Ran Wang, Haitao Fang, Yongli Zhang, Liang Yu*, Jin Chen, Low-rank enforced fault feature extraction of rolling bearings in a complex noisy environment: a perspective of statistical modelling of noises, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-14, 2022, Art no. 3510414.

[39] Lin Geng, Lei Jiang, Liang Yu*, Feng Xie, Kalman-filter-based time-domain plane wave superposition method for reconstructing an instantaneous sound field, Mechanical Systems and Signal Processing,Volume 174,2022,109107,ISSN 0888-3270.

[40] Ran Wang, Longjing Yu, Haitao Fang, Liang Yu*, Jin Chen, and Changqing Shen, Cyclic correlation density decomposition based on a sparse and low-rank model for weak fault feature extraction of rolling bearings, Measurement, Volume 198, 2022,111393, ISSN 0263-2241.

[41] Ning Chu, Qin Liu, Liang Yu*, Qian Huang, Yue Ning, Dazhuan Wu, Ali Mohammad-Djafari,

High-resolution localization of rotating acoustic sources: An experimental investigation and axial fan application, Measurement, 2022, 111149, ISSN 0263-2241.

[42] Qixin Guo, Liang Yu*, Ran Wang, Rui Wang*, Weikang Jiang,The Acoustic Inverse Problem in the Inhomogeneous Medium by Iterative Bayesian Focusing Algorithm,Signal Processing,2022,108602,ISSN 0165-1684, https://doi.org/10.1016/j.sigpro.2022.108602.

[43] Wang Ran, Xiaoquan Yi, Liang Yu*, Chenyu Zhang, Tongdong Wang, and Xiaopeng Zhang ,Infrasound Source Localization of Distributed Stations Using Sparse Bayesian Learning and Bayesian Information Fusion, Remote Sensing 14, no. 13: 3181.

[44] Ran Wang, Qiulan Jing, Longjing Yu, Yongli Zhang, Liang Yu*, The acoustic imaging of the broadband dipole sound sources of helicopter rotor in the wind tunnel test, in IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-11, 2022, Art no. 4504911.

[45] Dingyu Hu, Jinjin Ding, Han Zhao, Liang Yu*, Achieving high-resolution 3D acoustic imaging in a large-aspect-ratio cabin by the non-synchronous measurements, Applied Acoustics, Volume 197, 2022, 108953, ISSN 0003-682X.

[46] Liang Yu, Yanqi Chen, Yongli Zhang, Ran Wang, Zhaodong Zhang,On-line harmonic signal denoising from the measurement with non-stationary and non-Gaussian noise, Signal Processing, 2022, 108723, ISSN 0165-1684.

[47] Li Wang, Puhan Zhao, Ning Chu*, Liang Yu* and Ali Mohammad-Djafari, A hierarchical Bayesian fusion method of infrared and visible images for temperature monitoring of high-speed direct-drive blower, IEEE Sensors Journal, vol. 22, no. 19, pp. 18815-18830, 1 Oct.1, 2022.

[48] Liang Yu, Xiaoquan Yi, Ran Wang*, Chenyu Zhang, Tongdong Wang, Xiaopeng Zhang, Uncertainty quantification for infrasound propagation in the atmospheric environment, Applied Sciences 12, no. 17: 8850.

[49] Ran Wang, Junwu Zhang, Haitao Fang, Liang Yu*, Jin Chen, Sparsity enforced time-frequency decomposition in the Bayesian framework for bearing fault feature extraction under time-varying conditions, Mechanical Systems and Signal Processing,Volume 185, 2023, 109755, ISSN 0888-3270,

[50] Liang Yu, Longjing Yu, Ran Wang, Chunhua Wei, Kexin Xu, Rui Wang, Passive sound detection of the helicopter in the far-field with a spectral coherence decomposition method, Mechanical Systems and Signal Processing, Volume 185, 2023, 109754, ISSN 0888-3270.

[51] Long Chen, Weize Sun, Lei Huang, Liang Yu, Broadband Sound Source Localization via Non-synchronous Measurements for Service Robots: A Tensor Completion Approach, IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 12193-12200, Oct. 2022.

[52] Shichun Huang, Liang Yu*, Weikang Jiang*, Duct mode identification in a statistical model via the Iterative Bayesian, Mechanical Systems and Signal Processing, Volume 186, 2023,109842, ISSN 0888-3270.

[53] Junjia Zhang, Pengcheng Gong, Yuntao Wu, Liang Yu, Lirong Li, Design of Frequency Invariant Beamformers Via Adpm Approach，Signal Processing, 2022, 108814, ISSN 0165-1684.

[54] Ran Wang, Fucheng Yan, Ruyu Shi, Liang Yu *, Yingjun Deng*，Uncertainty-Controlled Remaining Useful Life Prediction of Bearings with a New Data-Augmentation Strategy, Applied Sciences 12, no. 21: 11086.

[55] Lin Geng, Ge Zhang, Liang Yu*, Jun Ma, Chun-Li Shao, Feng Xie，Reconstruction and analysis of a non-stationary sound field in a uniformly flow medium, Applied Acoustics, Volume 201, 2022, 109111, ISSN 0003-682X.

[56] Qin Liu, Ning Chu*, Liang Yu*, Zhunyuan Shao, Huixian Qin, Peng Wu, A Bayesian Framework of Non-Synchronous Measurements at Coprime Positions for Sound Source Localization with High Resolution, IEEE Transactions on Instrumentation and Measurement, 2022.

[57] Xiaoping Zhou, Zhen Ma, Jiehui Li, and Liang Yu. Ultrasonic-Aided Fast-Layered Alternating Iterative Tensor Channel Estimation for V2X Millimeter-Wave Massive MIMO Systems， Electronics 11, no. 22: 3742，2022.

[58] Lin Chen, Youhong Xiao*, Liang Yu*, Tiejun Yang, Algorithms with randomization-based acceleration strategies for sound source localization by non-synchronous measurements, Mechanical Systems and Signal Processing, Volume 188, 2023, 109996, ISSN 0888-3270, https://doi.org/10.1016/j.ymssp.2022.109996.

[59] Ran Wang, Yongli Zhang, Liang Yu*, Jérôme Antoni, Quentin Leclère, Weikang Jiang, A probability model with Variational Bayesian Inference for the complex interference suppression in the acoustic array measurement, Mechanical Systems and Signal Processing, Volume 191, 2023, 110181, ISSN 0888-3270, https://doi.org/10.1016/j.ymssp.2023.110181.

[60] Chenyu Zhang, Ran Wang*, Liang Yu*, Youhong Xiao, Order domain beamforming for the acoustic localization of rotating machinery under variable speed working conditions, Applied Acoustics, Volume 205, 2023,109290,ISSN 0003-682X,

https://doi.org/10.1016/j.apacoust.2023.109290.

[61] Liang Yu, Qixin Guo, Rui Wang, Minyan Shi, Fucheng Yan, and Ran Wang. 2023. "Dynamic Offloading Loading Optimization in Distributed Fault Diagnosis System with Deep Reinforcement Learning Approach" Applied Sciences 13, no. 7: 4096. https://doi.org/10.3390/app13074096.

[62] Ning Chu, Keyu Hu, Liang Yu*, Ali Mohammad-Djafari, and Weihua Yang. High-Resolution Fast-Rotating Sound Localization Based on Modal Composition Beamforming and Bayesian Inversion, in IEEE Signal Processing Letters, vol. 30, pp. 349-353, 2023, doi: 10.1109/LSP.2023.3263800.

[63] Liang Yu, Huimin Liu, Ning Chu, Ali Mohammad-Djafari and Weihua Yang，3D Non Synchronous Measurements With Central Reference Based On Revolution And Autorotation Of Spherical Microphone Array, IEEE Signal Processing Letters, 2023.

[64] Ran Wang, Mingjie Yu, Yue Bai, Liang Yu*, and Guangming Dong, Broadband Acoustic Modal identification by array non-synchronous measurements with one reference，AIAA journal, 2023.

[65] Ran Wang, Fucheng Yan, Liang Yu*, Changqing Shen, Xiong Hu, Jin Chen, A Federated Transfer learning method with Low-Quality Knowledge Filtering and Dynamic Model Aggregation for Rolling Bearing Fault Diagnosis， Mechanical Systems and Signal Processing, 2023.

[66] Liang Yu, Yue Bai, Ran Wang, Kang Gao, Weikang Jiang, Sparse Bayesian Learning with hierarchical priors for duct mode identification of tonal noise, Journal of Sound and Vibration, 2023.

[67] Yifan Diao, Liang Yu* and Weikang Jiang*, High-resolution DOA estimation achieved by a single acoustic vector sensor under anisotropic noise, Applied Acoustics, 2023.

【會議論文】

[1] Liang Yu, FANG Yong, Blind estimation of source number based on SVM in wireless communication systems, 2009 IET International Communication Conference on Wireless, Mobile and Computing Proceedings, Shanghai, China, Dec , 7-9, 2009. （Best Student Paper）

[2] Liang Yu, Kamata sei-ichiro, Yong Fang, Novel Face Representation Toward Pose Invariant Face Recognition, TENCON 2010 - 2010 IEEE Region 10 Conference, Fukuoka, Japan, Nov, 21-24, 2010.

[3] Xianchun Zheng, Sei-ichiro kamata, Liang Yu, Face Recognition with Local Gradient Derivative Patterns, TENCON 2010 - 2010 IEEE Region 10 Conference, Fukuoka, Japan, Nov, 21-24, 2010.

[4] Liang Yu, Jerome Antoni, Quentin Leclere, Combined regularization optimization for separating transient signal from strong noise in rolling element bearing diagnostics, Surveillance 7, Chartres, France , October, 29-30, 2013.

[5] Liang Yu, Jerome Antoni, Quentin Leclere, Recovering phase relationships between non-synchronous microphone array measurements, International Conference on Noise and Vibration Engineering, Leuven, Belgium Sep, 19-21, 2014.

[6] Liang Yu , Zhiqiang Zhang, Weikang Jiang, Motoyuki Abe, Imaging of automotive engine components noise from non-synchronous sequential measurements, 45th International Congress and Exposition on Noise Control Engineering: Towards a Quieter Future, INTER-NOISE 2016, Hamburg, Germany, August, 21-24, 2016.

[7] Liang Yu , Weikang Jiang , GuangTao Chen, Motoyuki Abe , Cyclostationary sound source imaging for engine bay on-site measurements, INTER-NOISE 2017, the 46th International Congress and Exposition on Noise Control Engineering Taming Noise and Moving Quiet, Hongkong, China, Aug, 27-30, 2017.

[8] Liang Yu, Weikang Jiang, Jerome Antoni, Quentin Leclere and Haijun Wu, acoustical beamforming using non-synchronous microphone array measurements, Berlin Beamforming Conference 2018, Berlin, Germany, March, 5-6, 2018.

[9] Haijun Wu, Liang Yu, Shichun Huang, Xiang Lu, Weikang Jiang, Yu Huang, Bayesian Formalism Of Mapping Relationship Based Nearfield Acoustical Holography, International Congress on Sound and Vibration (ICSV25), Hiroshima, Japan, July, 8-12, 2018.

[10] Dou Li, Haijun Wu, Liang Yu, Weikang Jiang, An inverse patch transfer function method based on the Green’s function in free field, INTER-NOISE 2017, the 46th International Congress and Exposition on Noise Control Engineering, INTER-NOISE 2018, Chicago, Illinois, USA , August, 26-29, 2018.

[11] 餘亮, 王洵, 吳海軍, 蔣偉康, 遠場量化發動機噴流噪聲的迭代波束形成算法, 航空發動機試驗與測試工程技術論壇, 綿陽, 四川, 9月18-20 日, 2018.

[12] Liang Yu, Jerome Antoni, Haijun Wu, Quentin Leclere, Weikang Jiang, Acoustical source reconstruction from non-synchronous measurements by Gibbs sampling, International Congress on Sound and Vibration (ICSV26), Montreal, Canada, July, 7-11, 2019.

[13] Jianzheng Gao, Liang Yu, Weikang Jiang, Extraction of target sources from incoherent and partially coherent background noise using low-rank and sparse decomposition of the cross-spectral matrix, the 48th International Congress and Exhibition on Noise Control Engineering, Madrid, Spain, June, 16-19, 2019.

[14] Liang Yu, Yi Fan, Jerome Antoni, Haijun Wu, Quentin Leclere, Baihua Yuan, Weikang Jiang, The max-norm minimization in non-synchronous measurements, 23rd International Congress on Acoustics (ICA2019), Aachen, Germany, September, 09-13, 2019.

[15] Weikang Jiang, Liang Yu, Acoustic imaging to locate noise sources in environments with unknown acoustical disturbance, International Workshop on Environmental Engineering 2019 (IWEE2019), Okinawa, Japan, June, 25-28, 2019.

[16] 餘亮, 蔣偉康, 強幹擾環境下遠場旋翼諧波噪聲提取, 第二屆全國氣動噪聲及控制技術學術會議, 貴陽, 中國, 8月9-11日, 2019.（會議優秀論文）

[17] 黃時春, 嚴 莉, 餘亮, 蔣偉康，基於活塞聲源模型的涵道高階聲模態激發方法研究, 第二屆全國氣動噪聲及控制技術學術會議, 貴陽, 中國, 8月9-11日, 2019.

[18] 李豆, 吳海軍, 餘亮, 蔣偉康, 噪聲環境下基於雙聲壓測量面的聲場重建, 2019年全國聲學大會, 深圳,中國, 9月20-23日, 2019.

[19] Huang Shichun, Yan Li, Yu Liang, Jiang Weikang, Study On Methodologies To Locate Rotating Sound Sources In The Duct By Using An Out-Duct Placed Microphone Array, the 49th International Congress and Exhibition on Noise Control Engineering, Seoul, Korea, August, 23-26, 2020.

[20] Liang Yu, Cong Li, Jerome Antoni, Zhifei Chen, Weikang Jiang, On The Denoising Of Non-Gaussian Noise In The Acoustic Array Measurement, the 49th International Congress and Exhibition on Noise Control Engineering, Seoul, Korea, August, 23-26, 2020.

[21] Ning Chu, Yue Ning, Liang Yu And Dazhuan Wu, A Fast And High-Resolution, Beamforming Based On Bayesian Compressed Sensing, 8th Berlin Beamforming Conference, Berlin, Germany, March, 2-3, 2020.

[22] 餘亮, 潘錚, 初寧, 寧嶽, 黃乾, 蔣偉康, 傳聲器陣列噪聲去除方法研究-從波束域方法到低秩建模方法, 2020年全國聲學大會, 上海, 中國, 11月26-29日, 2020.

[23] 初寧, 侯鵬, 餘亮, 寧嶽, 黃乾, 劉欽, 一種基於解混響技術的水中多目標分離方法, 2020年全國聲學大會, 上海, 中國, 11月26-29日, 2020.

[24] 方海濤，餘龍靖，王 冉，餘 亮，稀疏低秩分解在時變轉速條件下的軸承故障診斷，第十六屆全國實驗力學大會暨重大裝備實驗與測試技術論壇，嘉興, 中國, 4月23日至26日, 2021

[25] 餘龍靖, 餘亮, 王冉, 蔣偉康, 基於RPCA低秩稀疏分解的循環頻率檢測方法, 2021全國振動與噪聲高技術應用學術會議, 重慶, 中國, 4月9日至11日, 2021 （會議優秀論文）.

[26] 郭奇欣, 餘亮, 王睿, 蔣偉康, 聲學成像的概率方法：稀疏貝葉斯與稀疏聲全息算法研究, 2021全國振動與噪聲高技術應用學術會議, 重慶, 中國, 4月9日至11日, 2021.

[27] 王冉, 李聰, 餘亮, 餘龍靖, 蔣偉康, 廣義Stein無偏風險估計正則化在聲場重建中的應用, 2021全國振動與噪聲高技術應用學術會議, 重慶, 中國, 4月9日至11日, 2021.

[28] 黃時春，嚴 莉，餘 亮，蔣偉康，一種管道高階模態發生器及模態測試實驗研究，第三屆全國氣動噪聲及控制技術學術會議，中國，雲南， 2021年8月10至12 日.

[29] 王冉，餘龍靖，陳志菲，餘亮，蔣偉康，級聯濾波器分離直升機主尾槳氣動噪聲，第三屆全國氣動噪聲及控制技術學術會議，中國，雲南，2021年8月10至12日.

[30] Shichun Huang, Liang Yu, Weikang Jiang，Measurement of loudspeaker mechanical impedance by changing the sound load at the throat of loudspeaker，the 50th International Congress and Exhibition on Noise Control Engineering, WASHINGTON, DC, USA, August, 1-5, 2021.

[31] Qixin Guo, Liang Yu, Ran Wang, Rui Wang, Weikang Jiang, Sound Source Localization by Iterative Bayesian Focusing Algorithm in the Inhomogeneous Medium，4th International Conference on Information Communication and Signal Processing (ICICSP 2021)，September 24th - September 26th, 2021 / Shanghai, China.

[32] Kexin Xu, Liang Yu, Ran Wang, Rui Wang, Weikang Jiang, Reinforcement Learning Based Information Fusion for Harmonic Estimation，4th International Conference on Information Communication and Signal Processing (ICICSP 2021)，September 24th - September 26th , 2021 / Shanghai, China.

[33] Yifan Diao, Liang Yu, Weikang Jiang, DOA Estimation of Helicopters Using Acoustic Vector Sensor in Complex Environment，4th International Conference on Information Communication and Signal Processing (ICICSP 2021)，September 24th - September 26th , 2021 / Shanghai, China.

[34] Ran Wang, Junwu Zhang, Longjing Yu, Haitao Fang, Liang Yu,* and Jin Chen, Order-frequency spectral correlation decomposition based on RPCA for weak fault feature extraction of rolling bearings under time-varying conditions, 19th Asia-Pacific Vibration Conference (APVC2021) , Qingdao, 12th - 15th October 2022.

[35] Qixin Guo, Liang Yu, Rui Wang, Ran Wang, Weikang Jiang, Wancheng Ge, Acoustic Imaging in Four-layer Medium by Iterative Bayesian Focusing Algorithm, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

[36] Chenyu Zhang, Liang Yu, Baohong Bai, Chen Xu, Ran Wang, Youhong Xiao, Weighted Block L1 Norm Regularized Two-dimensional Off-grid Compressive Beamforming for Acoustic Source Identification, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

[37] Fangchao Chen, Youhong Xiao, Liang Yu, Lin Chen，Fast Iteration Shrinkage Thresholding Unfolding Network for Acoustic Source Localization, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

[38] Pengcheng Gong, Junjia Zhang, Yuntao Wu, Liang Yu and Lirong Li, Robust Superdirective Beamforming based on ADPM, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

[39] Lirong Li, Bing Mei, Peng Chen, Liang Yu and Pengcheng Gong, Localization Method of Underwater Robot based on Sonar Image, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

[40] Su Yu, Chenyu Zhang, Dingyu Hu, Liang Yu, Sound Sources Reconstruction based on the Non-synchronous Measurements of Microphone Arrays and Equivalent Sources Modeling, 5th International Conference on Information Communication and Signal Processing (ICICSP 2022)，September 16th - September 18th , 2022 / Shenzhen, China.

【特邀報告】

(1) 2015年5月訪問國防科技大學，並做《合成孔徑陣列測量》邀請報告；

(2) 2018年3月訪問瑞典lund大學能源學院，並做《基於陣列測量的循環平穩聲源分離和成像》學術報告；

(3) 2018年11月16日，在“探索工程技術革新 助推中國製造2025”博士後學術論壇做《循環平穩信號建模方法與應用》學術報告；

(4) 2019年5月29日受邀參加中國地質大學（武漢）2019 中法人工智能學術論壇，並做題目為《Acoustical source reconstruction from non-synchronous microphone array measurements》報告，

(5) 2019年 The 14th International Conference On Theoretical And Computational Acoustics，Inverse Problems of Acoustic Wave分論壇特邀報告 , 《Non-synchronous Microphone Array Measurements ： An Alternative Way of Compressive Sensing Measurements in Acoustics》

(6) 2020年07月06日受檢測與裝備事業部部長朱海斌老師的邀請，在浙江清華柔性電子技術研究院“裝備檢測與診斷分析”學術論壇做學術報告：《聲學傳聲器陣列測量：從合成孔徑測量到複雜干擾建模》

(7) 在2020全國聲學大會音頻分會邀請報告：《合成孔徑聲學傳聲器陣列非同步測量-貝葉斯和低維建模方法》

(8) 2021年05月26日 參加2021年度ME學術大講堂第十三講：《聲學傳聲器陣列測量：從近場合成孔徑測量到遠場大尺度分佈式陣列測量》

(9) 2021年06月5日在上風高科集團研發中心做邀請報告：《旋轉聲源的陣列測量和信號處理前沿問題研究》；

(10) 2021年06月24日在LVA seminar 做《風洞內的聲學測量挑戰：從精準測量和信號分離到聲源成像》學術報告，和歐盟潔淨天空2計劃的聲學測量專家一起，共話聲學測量前沿技術；

(11) 2021年7月24日訪問國防科學大學，並做《智能陣列信號處理》學術報告；

(12) 2021年8月17日訪問同濟大學電子與信息工程學院，並做《基於多維和陣列信號處理的工業測量應用》學術交流；

(13) 2021年9月26日在ICICSP“航空飛行器及其設備的聲學測量和信號處理”論壇做《航空裝備的氣動聲學測量和信號處理——直升機、航空發動機和民航客機噪聲測量》專題tutorial，並且在B站全網直播

(14) 2021年10月10日，訪問上海大學通信學院，參加《數字信號處理》國家精品課程建設討論並做分享；

(15) 2021年10月18日，訪問深圳大學信息工程學院，並做《合成孔徑陣列測量理論和應用》的學術報告；

(16) 2021年10月18日，訪問南方科技大學力學與航空航天工程系，並做《先進聲學陣列測量技術》的學術報告；

(17) 2021年10月25日，應吉林化工學院航空學院邀請做《氣動聲學信號處理》的學術報告；

(18) 2022年01月8日，流體力學青年學術沙龍學術報告《氣動聲學信號處理》

(19) 2022年01月14日，中國空氣動力研究發展中心學術報告《氣動聲學測量和氣動聲學信號處理》；

(20) 2022年07月14日，訪問華為2012實驗室，並在2012聲學工程實驗室第一屆國際聲學技術論壇邀請報告《振動和聲學的測量和信號處理：頻率和隨機的角度》；

(21) 2022年10月13日，在寧波職業技術學院“行知講壇”做《聲學測量和聲學信號處理》學術報告；

(22) 2022年10月19日，華南理工大學《信號處理學習和研究經驗》分享；

(23) 2022年11月29日，中南大學邀請報告《多物理場測量及貝葉斯方法》系列報告；

(24) 2022年12月4日，第三屆全國氣動噪聲及控制技術學術會議邀請報告《風洞內傳聲器陣列聲學測量和成像方法研究》；

(25) 2022年5月14日，中航工業氣動院邀請報告《聲學風洞傳聲器陣列測量技術發展與挑戰》；

(26) 2023年7月23日，西北工業大學民航學院第十一屆翱翔青年學者論壇暨第二屆翱翔博士後論壇邀請報告《航空裝備聲學感知和智能信號處理》；

（1）參與組織國際學術會議：

2015年第七屆國際振動工程會議 振動控制分會場主席 Section Chair（ICVE2015）；

2021年第四屆IEEE信息通信與信號處理國際會議區域主席（Regional Chair）（ICICSP2021）；

同上海交通大學蔣偉康教授聯合主辦 ICICSP2021《航空飛行器及其設備的聲學測量和信號處理》專題 任Section Chair；

推動“IEEE陣列測量和多維信息處理專業委員會”籌備委員會建設；

服務第一屆全國計算聲學大會，並作為“聲學逆問題”分會場主席 （Section Chair）；

2022年第六屆測量儀器與電子國際會議(ICMIE 2022) 技術領域主席 （track Chair）；

2022年第五屆IEEE信息通信與信號處理國際會議宣傳主席 （publicity Chair，ICICSP2022）, 組織第二屆《航空飛行器及其設備的聲學測量和信號處理》專題，併發起第一期《多物理場陣列測量和多維信號處理研究前沿和應用》圓桌討論會；

（2）參與期刊的編輯工作：

同上海交通大學蔣偉康教授、克拉科夫AGH科技大學 Phong Dao 教授聯合發起 Special Issue with Frontiers in Built Environment（"Recent Advances in Condition Monitoring and Fault Diagnosis of Wind Turbines"）

（3）參與雜誌審稿和學術組織工作：

Mechanical Systems and Signal Processing (MSSP) 審稿人

Applied Acoustics 審稿人

Journal of sound vibration 審稿人

Measurement and Control 審稿人

IEEE TIM 審稿人

IEEE sensors journal 審稿人

IEEE Access

Neurocomputing 審稿人

Signal processing 審稿人

Journal of Low Frequency Noise, Vibration & Active Control 審稿人

Noise Control Engineering Journal 審稿人

Acta Acustica united with Acustica 審稿人

Applied Energy 審稿人

IEEE/ASME Transactions on Mechatronics 審稿人

Acoustics Australia 審稿人

Journal of Vibration and Control 審稿人

Journal of Vibration and Acoustics 審稿人

ISA Transactions 審稿人

Displays 審稿人

ASME/Journal of Vibration and Acoustics 審稿人

Journal of Applied Mathematics and Computing 審稿人

Journal of Mechanical Engineering Science 審稿人

Measurement 審稿人

MDPI Applied Mechanics 審稿人

MDPI Electronics 審稿人

MPDI Acoustics 審稿人

MPDI Mathematics 審稿人

Frontiers in Neuroscience 審稿人

Journal of the Franklin Institute 審稿人

Journal of Ocean University of China 審稿人

Journal of the Brazilian Society of Mechanical Sciences and Engineering 審稿人

Nondestructive Testing and Evaluation 審稿人

《測控技術》審稿人

《空氣動力學學報》審稿人

《聲學學報》審稿人

《聲學技術》審稿人

《鄭州大學學報》審稿人

《哈爾濱工程大學學報》審稿人

《上海交通大學學報》審稿人

《天津大學學報》審稿人

《振動、測試與診斷》審稿人

《儀器儀表學報》審稿人

《振動工程學報》審稿人

《噪聲與振動控制》審稿人

中國聲學學會會員

中國人工智能學會自然計算及數字智能城市專委會 會員

IEEE 電氣與電子工程師協會會員

美國航空航天學會會員

IEEE Instrumentation and Measurement Society 會員

中國振動工程學會轉子動力學專業委員會理事

（4）參與學院的相關工作：

交大機動學院《機動人一起讀書吧》供稿作者

勵遠學術講壇審稿人

重慶大學機械傳動國家重點實驗室訪問學者

（5）組織多物理場測量和貝葉斯方法workshop系列：

（1）2022年10月30日第1場：阿里 嘉法理 （法國國家科學研究中心研究主任，法國巴黎第十一大學終身教 授）初寧博士 （上專股份首席研究員，副總工）；

（2）2022年12月14日第2場： Associate Prof. Dr. Nicolas Gac, University Paris Sud

（3）2023年1月13日第3場： Dr. Yunshi Huang, University Gustave Eiffeil, France

（4）2023年1月18日第4場：Prof. Dr. Jean-Francois Giovannelli, Bordeaux University, France

（5）2023年2月10日第5場： Associate Prof. Dr. Ozan Oktem, KTH Royal Institute of Technology, Stock holm, Sweden

（6）2023年3月20日第6場：Associate Prof. Dr. Francois Orieux, Paris-Saclay Univ., France

（7）2023年4月14日第7場：Prof. Dr Ercan E. Kuruoglu, Tsinghua-Berkeley Shenzhen Institute

（8）2023年5月26日第8場：Prof. Dr. Robert, NivenUNSW Canberra, Australia