罗昕炜，教授，博士生导师，教育部重点实验室副主任。分别于2001年，2006年和2013年在3044am永利集团3044noc获得学士、硕士和博士学位。从事统计信号处理的教学和科研工作，主要的研究领域有：声信号处理，目标检测和模式识别等。主持和参与国家自然科学基金等国家级科研项目数十项，企业合作项目十余项，在声信号检测、噪声特征分析和目标分类识别技术等方向有较深入研究，相关研究成果获2011年度工信部科技进步二等奖、2017年度教育部科技进步一等奖、2018年度国家科技进步二等奖。担任应用声学期刊编委，中国声学学会水声分会委员，中国造船工程学会船舶仪器仪表分会委员等学术兼职。获得3044am永利集团3044noc3044am永利集团3044noc最受欢迎的研究生导师，3044am永利集团3044noc青年教师授课竞赛三等奖等荣誉。
招生方向（硕/博）：
（1）信息与通信工程（信号与信息处理方向）；（2）电子信息（专业学位）
每年招硕生士3-5人，博士生1-2人，欢迎报考。
办公室：九龙湖校区信息电子大楼A208
办公电话：025-83794074
Email: luoxinwei@seu.edu.cn
部分论文著作：
[1] Lu Chen, Xinwei Luo, Hanlu Zhou, Qifan Shen, Long Chen, Chuanming Huan. A robust deep learning model for underwater acoustic multi-target recognition under non-target interference conditions. Expert Systems with Applications. Volume 296, Part B, 15 January 2026, 129122
[2] Shen, Qifan; Luo, Xinwei ; Chen, Long ; A deep learning based iterative denoising algorithm for multiple frequency lines recovery. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Volume159, Part A, 111601, November 2025
[3] Chen, Lu; Luo, Xinwei ; Zhou, Hanlu; Shen, Qifan; Chen, Long ; Huan, Chuanming. Underwater acoustic multi-target recognition based on channel attention mechanism. Ocean Engineering, JAN 1 2025, Volume315, 119841
[4] Jiang D, Luo X, Shen Q. Frequency Line Detection in Spectrograms using a Deep Neural Network with Attention[J]. Journal of the Acoustical Society of America, 2024, 156(5): 3204–3216.
[5] Zhou, HL; Luo, XW and Chen, L. The weak modulation line spectrum enhancement and detection method for ship radiated noise in the absence of prior information. Applied Acoustics, 2024,226 (202)110211.
[6] Chen, L; Luo, XW and Zhou, HL. A ship-radiated noise classification method based on domain knowledge embedding and attention mechanism. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Volume127, PartB, 107320, JAN 2024
[7] Sun, BG., Luo, XW. Underwater acoustic target recognition based on automatic feature and contrastive coding. IET Radar Sonar Navig. 1–9(2023). IET RADAR SONAR AND NAVIGATION, 17 (8) , pp.1277-1285,2023
[8] Xinwei Luo; Lu Chen; Hanlu Zhou; Hongli Cao. A Survey of Underwater Acoustic Target Recognition Methods Based on Machine Learning. Journal of Marine Science and Engineering, 2023, 11(2): 384
[9] 罗昕炜, 李磊, 沈子涵. 基于动态参数HMM的水声信号线谱轨迹提取方法. 电子与信息学报.2022. doi: 10.11999/JEIT211374
[10] Luo Xinwei, Liu Ting, Huang Ming, XuXiaogang, Cao Hongli, Bai Xianghua, Xu Dayong. Speech detection method basedon a multi-window analysis. Journal of Southeast University (EnglishEdition), 2021, 37 (4): 343-349.
[11] Xinwei Luo, MinghongZhang, Ting Liu, Ming Huang and Xiaogang Xu. An Underwater Acoustic Target Recognition Method Based on Spectrograms with Different Resolutions. J. Mar. Sci. Eng. 2021, 9(11), 1246.
[12] Xinwei Luo, Yulin Feng, MinghongZhang. An Underwater Acoustic Target Recognition Method Based on CombinedFeature With Automatic Coding and Reconstruction. IEEE ACCESS,2021(9):63841-63854.
[13] Xinwei Luo,Zihan Shen. A space-frequency joint detection and tracking method forline-spectrum components of underwater acoustic signals. Applied Acoustics, Volume172, 15 January 2021, 107609
[14] Xinwei Luo, YulinFeng. An Underwater Acoustic Target Recognition Method Based on RestrictedBoltzmann Machine. SENSORS 2020, 20, 5399.
[15] Luo, Xinwei ;Shen, Zihan. A sensing and tracking algorithm for multiple frequency linecomponents in underwater acoustic signals. SENSORS. 2019,19,4866
[16] 方世良;杜栓平;罗昕炜;韩宁;徐晓男.水声目标特征分析与识别技术, 中国科学院院刊(Bulletin ofthe Chinese Academy of Sciences), 2019,34(3):297-305
[17] 罗昕炜，方世良、螺旋桨噪声中轴频的闭环检测方法、3044am永利集团3044noc学报、2013、43(6)、1168-1173
[18] Luo Xin-Wei,Liu Wen-Sheng, Fang Shi-Liang. A modeling method of underwater propellerradiated noise. JOURNAL OF NANJINGUNIVERSITY. 2012,48(5):632-639
[19] 罗昕炜, 方世良. 基于HHT的宽带幅度非平稳调制信号的特征提取. 信号处理, 2011,27(6):950-955
部分发明专利：
罗昕炜, 叶武, 方世良, 王晓燕. 一种基于序贯聚类的时频线谱检测方法. 201810811825.X
罗昕炜, 沈子涵, 方世良. 一种基于动态长度帧处理的分数时延方法. 201910242121.X
罗昕炜, 饶柏斌, 方世良. 一种水声目标机动状态的辐射噪声仿真方法. 201910361998.0
罗昕炜, 方世良. 一种多尺度噪声功率谱线谱检测方法. 201910565539.4
罗昕炜, 方世良, 王晓燕. 基于经验模态的空化噪声调制特征提取方法201110087775.3
罗昕炜, 方世良, 王晓燕, 安良, 李霞噪声功率谱线谱检测方法201010278983.
武其松,徐萍,罗昕炜,方世良.一种基于组稀疏结构的水声目标辐射噪声调制谱重构方法. 201810364540.6
方世良, 徐雅南, 罗昕炜. 一种开放式阵列信号的仿真方法. 201410166921.5
