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个人简介

赵雅琴,女,汉族,1976年生。哈工大长聘教授,博士生导师。 先后主持承担国家自然科学基金、863基金、航天支撑基金、黑龙江省自然基金等多项科研项目。 工作经历 2002.07-2002.08 香港理工大学 RA 2005.07-2006.09 哈尔滨工业大学 电子与信息技术研究院 讲师 2006.09-2009.06 哈尔滨工业大学 电子与信息技术研究院 副教授 2009.06-2013.12 哈尔滨工业大学 电子与信息工程学院 副教授 2013.12-现在 哈尔滨工业大学 电子与信息工程学院 教授 教育经历 1994年-1998年, 哈尔滨工业大学 电子与通信工程专业 本科 1998年-2000年, 哈尔滨工业大学 信号与信息处理学科 硕士研究生 2000年-2004年, 哈尔滨工业大学 通信与信息系统学科 博士研究生 获奖及荣誉称号 国家级线下一流课程负责人 教育部课程思政示范课程负责人、教育部课程思政教学名师和教学团队负责人 宝钢奖优秀教师 黑龙江省教学名师 黑龙江省三育人先进工作者 黑龙江省优秀教师 黑龙江省课程思政建设教学团队负责人

研究领域

电磁目标识别与无源定位(★辐射源个体识别,时频分析,★目标无源定位,无人机集群) 无线光通信(光码分多址,轨道角动量复用,★混沌光通信,★物理层安全) 生物医学信号处理(心电信号处理,医学图像融合) 深度学习与解译(★卷积神经网络解译,★增量学习,深度学习,机器学习)

近期论文

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期刊论文 Yaqin Zhao, Yuqing Song, Longwen Wu*, Puqiu Liu, Ruchen Lv, Hikmat Ullah. Lightweight micro-motion gesture recognition based on MIMO millimeter wave radar using Bidirectional-GRU network[J]. Neural Computing and Applications, 2023, 35(32): 23537-23550. (IF=6.000(2022),IF=5.600 (5 years),JCR 2区) Mkindu H, Wu L*, Zhao Y. Lung nodule detection in chest CT images based on vision transformer network with Bayesian optimization[J]. Biomedical Signal Processing and Control, 2023, 85: 104866. (Published online,IF=5.076 (2021),IF=4.957 (5 years),JCR 2区) Mkindu H, Wu L*, Zhao Y. Lung Nodule Detection of CT images Based on Combining 3D-CNN and Squeeze-and-Excitation Networks[J]. Multimedia Tools and Applications, 2023(SCI检索号:000943009100012,IF=2.577 (2020),IF=2.395 (5 years),JCR 2区) Mkindu H, Wu L*, Zhao Y. 3D multi-scale vision transformer for lung nodule detection in chest CT images[J]. Signal, Image and Video Processing, 2023.(SCI检索号:000914717900001,IF=1.583 (2021),IF=1.530 (5 years),JCR 4区) Ullah H, Zhao Y, Abdalla F Y O and WU L*. Fast local Laplacian filtering based enhanced medical image fusion using parameter-adaptive PCNN and local features-based fuzzy weighted matrices[J]. Applied Intelligence, 2022, 52(7): 7965-7984.(SCI检索号:000707527500002,IF=5.086(2020),IF=4.602 (5 years),JCR 2区) Abdalla F Y O, Wu L*, Ullah H, Ren G, Noor A, Mkindu H, Zhao Y. Deep convolutional neural network application to classify the ECG arrhythmia[J]. Signal, Image and Video Processing, 2020, 14(7): 1431-1439. (SCI检索号:000529455500001,IF=2.157(2020),IF=1.998(5 years),JCR 3区) Wu L, Zhao Y*, Feng M, Abdalla F Y O, and Ullah H, Specific Emitter Identification Using IMF-DNA with a Joint Feature Selection Algorithm [J]. Electronics, 2019, 8(9): 934.(SCI检索号:000489128400021,IF=2.412(2019),IF=2.408(5 years) ,JCR 2区) Zhao Y*, Wu L, Zhang J, and Li Y, Specific emitter identification using geometric features of frequency drift curve[J]. Bulletin of the Polish Academy of Sciences-Technical Sciences, 2018, 66(1): 99-108.(SCI检索号:000433433700012,IF=1.361(2017),JCR 2区) Noor A, Zhao Y*, Koubaa A, Wu L, Khan R, Abdalla F Y O. Automated sheep facial expression classification using deep transfer learning[J]. Computers and Electronics in Agriculture, 2020, 175: 105528. (SCI检索号:待检索,IF=5.565(2020),IF=5.494(5 years),JCR 1区) Noor A, Zhao Y*, Khan R, Wu L, Abdalla F Y O. Median filters combined with denoising convolutional neural network for Gaussian and impulse noises[J]. Multimed Tools Appl, 2020, 79(25-26): 18553-18568.(SCI检索号:000518306100003,IF=2.313(2019),IF=1.994(5 years),JCR 2区) Ullah H, Ullah B, Wu L, Abdalla F, Ren G, Zhao Y*. Multi-modality medical images fusion based on local-features fuzzy sets and novel sum-modified-Laplacian in non-subsampled shearlet transform domain[J]. Biomedical Signal Processing and Control, 2020, 57: 101724.(SCI检索号:000512481800022,IF=3.137(2019),IF=3.341(5 years) ,JCR 2区) Abdalla F Y O, Wu L, Ullah H, Ren G, Noor A, and Zhao Y*. ECG arrhythmia classification using artificial intelligence and nonlinear and nonstationary decomposition[J]. Signal, Image and Video Processing, 2019, 13(7): 1283-1291.(SCI检索号:000490956300005,IF=1.894(2018),JCR 3区) 赵雅琴, 宋雨晴, 吴晗, 何胜阳, 刘璞秋, 吴龙文*. 基于DenseNet和卷积注意力模块的高精度手势识别[J]. 电子与信息学报, 2023, 45(230165): 1. (学科重要学术期刊,中文顶刊,已接收) 赵雅琴, 谢丹, 吴龙文*, 丁沁宇, 韩易伸, 张拯华. 数字预失真下的辐射源个体识别技术[J]. 电子学报, 2023(学科重要学术期刊,中文顶刊,已接收) 赵雅琴, 杨荣乾, 吴龙文*, 何胜阳, 牛金鹏, 赵亮. 基于回归分析理论的辐射源个体识别技术[J]. 电子与信息学报, 2022, 44(0): 1-9. (学科重要学术期刊,中文顶刊,获期刊“优秀推荐文章”) 赵雅琴, 孙蕊蕊, 吴龙文*, 聂雨亭, 何胜阳. 基于改进深度生成对抗网络的心电信号重构算法[J]. 电子与信息学报, 2022, 44(01): 59-69. (学科重要学术期刊,中文顶刊,获期刊“2022年度TOP50优秀论文”) 吴龙文, 聂雨亭, 张宇鹏, 何胜阳, 赵雅琴*. 基于变分模态分解的自适应滤波降噪方法[J]. 电子学报, 2021, 49(8): 1457-1465. (学科重要学术期刊,中文顶刊) 吴龙文, 牛金鹏, 王昭, 何胜阳, 赵雅琴*. 基于同步压缩小波变换的主信号抑制技术[J]. 电子与信息学报, 2020, 42(08): 2045-2052. (学科重要学术期刊,中文顶刊) 何胜阳, 杜杰朋, 赵雅琴, 王宝莹, 赵亮, 吴龙文*. 基于TDOA的无人机集群协同单目标定位[J]. 系统工程与电子技术, 2023, 45(01): 1-8. (获期刊“好文推荐”,https://mp.weixin.qq.com/s/fAki25ROq6N2hjNsWl_zjQ) 赵雅琴, 王宝莹, 吴龙文*, 魏俊杰, 何胜阳. 基于联合双机MUSIC的多目标无源定位算法[J]. 信号处理, 2020, 36(03): 415-425. 赵雅琴, 聂雨亭, 吴龙文*, 张宇鹏, 何胜阳. 基于脊路跟踪的变分非线性调频模态分解方法[J]. 浙江大学学报(工学版), 2020, 54(10): 1874-1882. 吴龙文, 王宝莹, 魏俊杰, 何胜阳, 赵雅琴*. 基于AOA的双机无源定位模型及其解算方法[J]. 系统工程与电子技术, 2020, 42(05): 978-986. Wu L, Zhang Y, Zhao Y*, Ren G, He S. Mode Mixing Suppression Algorithm for Empirical Mode Decomposition Based on Self-Filtering Method[J]. Radioelectronics and Communications Systems, 2019, 62(9): 462-473. Zhao Y, Li J, Zhong X, et al. Physical-layer security in fractional orbital angular momentum multiplexing under atmospheric turbulence channel[J]. Optics Express, 2019, 27(17): 23751-23762. (SCI检索号:000482098300009,IF=3.8(2022),IF=3.8(5 years),JCR 2区) Zhong X, Zhao Y Q, Ren G H, et al. Influence of Finite Apertures on Orthogonality and Completeness of Laguerre-Gaussian Beams[J]. IEEE Access, 2018, 6: 8742-8754. (SCI检索号:000427570200001,IF=3.9(2022),IF=4.1 (5 years),JCR 2区) Zhao Y, Zhong X, Ren G, et al. Capacity of arbitrary-order orbital angular momentum multiplexing system[J]. Optics Communications, 2017, 387: 432-439. (SCI检索号:000390597300067,IF=2.4(2022),IF=2.1 (5 years),JCR 3区) 会议论文 Zhao Y, Song Y, Wu L*, Liu P, Lv R, Ullah H. High-accuracy gesture recognition using mm-wave radar based on Convolutional Block Attention Module[C]. 2023 30th IEEE International Conference on Image Processing (ICIP 2023) Zhao Y, Lv R, He S Y, Wu L*, Ding Q, Du J, Ullah H. Spoof Speech Detection Based on Extended Constant-Q Symmetric Subband Cepstrum Coefficients and Fused Features[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Wu L, Ren P, Zhao Y*, Lv R, Ding Q, Zuo Y, Ullah H. Sleep Stage Classification based on BCG using Improved Deep Convolutional Generative Adversarial Networks[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Zhao Y, Ding Q, Wu L*, Lv R, Du J, He S. Synthetic Speech Detection Using Extended Constant-Q Symmetric-Subband Cepstrum Coefficients and CBAM-ResNet[C]. 2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2023 Zhao Y, Lv R, He S Y, Wu L*, Wang B, Zhao L. Cooperative positioning of single target based on TDOA using UAV cluster[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Wu H, He S*, Ren G, Yang R, Zhao Y and Wu L. Instantaneous Hybrid Signal Separation based on CANDECOMP/PARAFAC Decomposition with Accelerated Proximal Gradient method[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Zhao Y, Yang R, Wu L*, He S, Niu J, Zhao L. Specific Emitter Identification using Regression Analysis between Individual Features and Physical Parameters[C]. 2022 6th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2022 Ullah H, Zhao Y, Wu L, et al. Multi-modal Medical Image Fusion Technique to Improve Glioma Classification Accuracy[C]. 2021 IEEE 6th International Conference on Signal and Image Processing (ICSIP), 2021: 321-325. Mkindu H, Wu L, Zhao Y, et al. Lung Nodule Classification of CT images Using Channel and Spatial Attention CNN with Bayesian Optimization[C]. 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), 2021: 1-6. Mkindu H, Wu L, Zhao Y, Zhao L. Lung Nodule Classification of CT Images Based on the Deep Learning Algorithms[C]. 2021 5th International Conference on Imaging, Signal Processing and Communications (ICISPC), 2021: 30-34. Wu L, Zhao Y, He L, He S, Ren G. A Time-varying Filtering Algorithm based on Short-time Fractional Fourier Transform[C]. 2020 International Conference on Computing, Networking and Communications (ICNC), 2020: 555-560. He S, Ren G, Wu L, Sun Z, Zhao Y. Flicker Mitigation and Dimming Control Analyze of Duty Cycle Fixed-MVPM for Indoor VLC System[C]. 2020 International Conference on Computing, Networking and Communications (ICNC), 2020: 6-9. Ullah H, Zhao Y, Wu L, et al. NSST Based MRI-PET/SPECT Color Image Fusion Using Local Features Fuzzy Rules and NSML in YIQ Space[C]. 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2019: 1-6. Abdalla F Y O, Wu L, Ullah H, Mkindu H, Nie Y, Zhao Y. ECG arrhythmia Discrimination using SVM and Nonlinear and Non-stationary Decomposition[C]. 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2019: 1-6. Y. Zhao, C. Wu, L. Wu, and C. Li, "GFDM system PAPR reduction based on MCT method," in 6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017, July 14, 2017 - July 16, 2017, Harbin, China, 2019, pp. 923-934.(EI检索号:20182505348623) L. Wu, Y. Zhao, Z. Wang, F. Y. O. Abdalla, and G. Ren, "Specific emitter identification using fractal features based on box-counting dimension and variance dimension," in 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2017, pp. 226-231.(EI检索号:20182905581154) F. Y. O. Abdalla, Y. Zhao, and L. Wu, "Denoising ECG signal by complete EEMD adaptive noise," in 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2017, pp. 337-342.(EI检索号:20182905581086)

学术兼职

IEEE高级会员 中国电子学会高级会员 期刊审稿人: International Journal of Satellite Communications and Networking Biomedical Signal Processing and Control Medical & Biological Engineering & Computing Signal, Image and Video Processing IEEE Signal Processing Letters Mathematical Problems in Engineering Nonlinear Dynamics IETE Journal of Research IEEE Access Applied Soft Computing Applied Optics Journal of Communications 电子学报 电子与信息学报 系统工程与电子技术 信号处理 浙江大学学报工学版 农业工程学报 会议技术/程序委员会成员/审稿人: 2021 5th International Conference on Imaging, Signal Processing and Communications (ICISPC 2021) 2021 IEEE Global Reliability and Prognostics and Health Management Conference (GlobalRel&PHM-2021 Nanjing) 2020 International Conference on Computing, Networking and Communications (ICNC)

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