长期从事ANC理论与系统研究，重点面向实际应用场景中系统复杂度高、降噪能力不足和算法收敛速度慢等关键问题开展研究。前期研究在复杂声环境参考信号获取、场景自适应控制算法以及数据驱动ANC方法等方面形成了较为系统的研究积累，并在耳机与降噪窗户等实际系统中完成验证。相关成果已在国际高水平期刊和会议上发表论文40余篇。

081002-信号与信息处理
081203-计算机应用技术

自适应信号处理，主动噪声控制
深度学习

2018-07--2022-08   新加坡南洋理工大学   博士
2017-07--2018-05   新加坡南洋理工大学   硕士
2009-09--2013-06   长安大学   学士

博士

博士

2022-2025 新加坡南洋理工大学 博士后

2025--至今 中国科学院声学研究所 副研究员

2025-05~现在, 中国科学院声学研究所, 副研究员
2022-09~2025-01,新加坡南洋理工大学, 博士后

   

（1） Implementation of distributed multichannel active noise control with intermittent communication and coprocessor assisted data combination, Mechanical Systems and Signal Processing, 2026, 第 3 作者  通讯作者
（2） A NOVAL MONTE CARLO GRADIENT METHOD BASED ON META-LEARNING FOR EFFECTIVE STEP-SIZE SELECTION IN ACTIVE NOISE CONTROL, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026, 第 4 作者
（3） Multi-channel adjoint least mean square algorithm with momentum factor applied on active noise control, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2025, 第 1 作者
（4） Applying Model-Agnostic Meta-Learning with Iterative Dichotomiser 3 for Alternating-Switching Active Noise Control Systems, 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025, 第 1 作者  通讯作者
（5） Data-Driven Method to Accelerate Convergence of Adaptive Hybrid Active Noise Control: Two-Stage Model-Agnostic Meta-Learning, IEEE SIGNAL PROCESSING LETTERS, 2025, 第 1 作者
（6） Preventing output saturation in active noise control: An output-constrained Kalman filter approach, 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, 第 4 作者
（7） Implementation of minimum output variance filtered reference least mean square algorithm with optimal time-varying penalty factor estimate to overcome output saturation, APPLIED ACOUSTICS, 2025, 第 3 作者
（8） GFANC-Kalman: Generative Fixed-Filter Active Noise Control With CNN-Kalman Filtering, IEEE SIGNAL PROCESSING LETTERS, 2024, 第 3 作者
（9） What is behind the meta-learning initialization of adaptive filter? — A naive method for accelerating convergence of adaptive multichannel active noise control, NEURAL NETWORKS, 2024, 第 3 作者
（10） The principle underlying the wireless reference microphone enhancing noise reduction performance in multi-channel active noise control windows, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2024, 第 1 作者
（11） A Survey of Integrating Wireless Technology into Active Noise Control, INTERNOISE2024, 2024, 第 1 作者
（12） UNSUPERVISED LEARNING BASED END-TO-END DELAYLESS GENERATIVE FIXED-FILTER ACTIVE NOISE CONTROL, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, 第 3 作者
（13） A survey on adaptive active noise control algorithms overcoming the output saturation effect, SIGNAL PROCESSING, 2024, 第 3 作者
（14） A PRACTICAL DISTRIBUTED ACTIVE NOISE CONTROL ALGORITHM OVERCOMING COMMUNICATION RESTRICTIONS, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 第 4 作者
（15） A MOMENTUM TWO-GRADIENT DIRECTION ALGORITHM WITH VARIABLE STEP SIZE APPLIED TO SOLVE PRACTICAL OUTPUT CONSTRAINT ISSUE FOR ACTIVE NOISE CONTROL, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 第 1 作者
（16） Practical Active Noise Control: Restriction of Maximum Output Power, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023, 第 3 作者
（17） Transferable Latent of CNN-Based Selective Fixed-Filter Active Noise Control, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 第 5 作者
（18） Computation-efficient solution for fully-connected active noise control window: Analysis and implementation of multichannel adjoint least mean square algorithm, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 第 4 作者
（19） A Frequency-Domain Output-Constrained Active Noise Control Algorithm Based on an Intuitive Circulant Convolutional Penalty Factor, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 第 4 作者
（20） Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control, SIGNAL PROCESSING, 2023, 第 3 作者
（21） DEEP GENERATIVE FIXED-FILTER ACTIVE NOISE CONTROL, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 第 3 作者
（22） A HYBRID APPROACH TO COMBINE WIRELESS AND EARCUP MICROPHONES FOR ANC HEADPHONES WITH ERROR SEPARATION MODULE, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, 第 1 作者
（23） Selective fixed-filter active noise control based on convolutional neural network, SIGNAL PROCESSING, 2022, 第 4 作者
（24） Adaptive-gain algorithm on the fixed filters applied for active noise control headphone, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 第 1 作者
（25） A Multi‑Channel Wireless Active Noise Control Headphone With Coherence‑Based Weight Determination Algorithm, Journal of Signal Processing Systems, 2022, 第 1 作者  通讯作者
（26） Implementations of wireless active noise control in the headrest, INTERNOISE2022, 2022, 第 1 作者
（27） Optimal Penalty Factor for the MOV-FxLMS Algorithm in Active Noise Control System, IEEE SIGNAL PROCESSING LETTERS, 2022, 第 4 作者
（28） Multi-channel wireless hybrid active noise control with fixed-adaptive control selection, JOURNAL OF SOUND AND VIBRATION, 2022, 第 1 作者
（29） Adaptive-gain algorithm on the fixed filters applied for active noise control headphone, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 第 1 作者
（30） Implementation of Coherence-based-selection Multi-channel wireless Active Noise Control Headphone, INTERNOISE2021, 2021, 第 1 作者
（31） Alternative switching hybrid ANC, APPLIED ACOUSTICS, 2021, 第 1 作者
（32） A WIRELESS REFERENCE ACTIVE NOISE CONTROL HEADPHONE USING COHERENCE BASED SELECTION TECHNIQUE, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, 第 1 作者
（33） Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control, SIGNAL PROCESSING, 2021, 第 4 作者
（34） Optimal Output-Constrained Active Noise Control Based on Inverse Adaptive Modeling Leak Factor Estimate, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 第 5 作者

中国声学学会声频工程分会 委员

Applied Science 客座编辑

Protection and Control of Modern Power Systems 青年助理编辑

（ 1 ） 中国科学院人才引进计划青年项目, 负责人, 研究所自主部署, 2025-06--2030-05