李杰

副研究员、博士生/硕士生导师              

邮箱：eejli@scut.edu.cn

研究方向包括阵列信号处理、机器/深度学习及其在无线/水声通信、水声探测等方面的应用。主持国家自然科学基金项目2项，国防基础科研计划项目1项，广东省自然科学基金项目2项，广州市科技计划项目1项，水声技术重点实验室项目1项，横向项目2项，广东省高校“青年创新人才”项目获得者；作为骨干研究人员参与973项目、国家重点研发计划项目、国基重大项目等多项。发表论文20余篇，出版专著（章节）1篇，申请国家发明专利20余项，国际PCT专利2项，授权国家专利10余项。获2023中国大数据博览会“领先科技成果”奖。任广州市青年科协会员，担任国家自然科学基金、广东省自然科学基金项目评审专家及多个国际学术权威期刊审稿人。

教育背景

2008.9--2013.7   华南理工大学，电子与信息学院，工学博士

2004.9--2008.7   西安电子科技大学，通信工程学院，工学学士

工作经历

2013.9--至今    华南理工大学，电子与信息学院

        历任助理研究员（2014.1--2019.9）、副研究员（2019.9）

主讲课程

本科生：《数字信号处理》（国家级精品课程，获教学质量优秀奖）《信息论与编码》

研究生：《声呐阵列信号处理》《Digital Signal Processing》

学术成果

n  专著（章节）：

[1]  Yuehua Ding, Yide Wang, Pascal Chargé, Jie Li, Nanxi Li. Exploitation of the Properties of Communication Signals: From Non-circular Signal to Circular Signal. Advances in Signal Processing: Reviews, 2 (Chap. 3), International Frequency Sensor Association Publishing, pp.113-148, 2021.

n  期刊论文(*通信作者)：

[1]. Yonghua Chen, Hua Yu, Jie Li*, Qisen Wang, Fei Ji and Fangjiong Chen, “3-D Source Localization based on 1-D AOA Measurements: Low-Complexity and Effective Estimator”, IEEE Transactions on Instrumentation and Measurement, Accepted for publication, 2023.

[2].  梁奕念，李杰*，龙力榕，陈芳炯，基于卷积神经网络的非相干分布式源定位方法, 声学学报, 录用待发表，2023。

[3].  L.Yang, Jie Li*, F. Chen, Z. Zhong, F. Ji and H. Yu, Joint angular-frequency distribution estimation via spatial-temporal sparse sampling and low-rank matrix recovery, Signal Processing, vol.206, 2023

[4].  Qisen Wang, Hua Yu, Jie Li*, Fei Ji and Fangjiong Chen, Adaptive Grid Refinement Method for DOA Estimation Via Sparse Bayesian Learning,IEEE Journal of Oceanic Engineering, accepted

[5].  He Jun, Li Jie, Zhu Xiaowu, Xiong Shangkun, Chen Fangjiong,Design and Analysis of an Optical–Acoustic Cooperative Communication System for an Underwater Remote-Operated Vehicle, Applied Sciences, vol.12, no.11, pp. 5533-5539. May. 2022.

[6].  Jie Li, Jing Zhao, Yuehua Ding, Yifang Li and Fangjiong Chen, An improved co-prime parallel array with conjugate augmentation for 2-D DOA estimation, IEEE Sensors Journal, Vol.21.No.20. pp.23400-23411, Oct. 2021(DOI:10.1109/JSEN.2021.3106382)

[7].  Qisen Wang, Hua Yu, Jie Li*, Fei Ji and Fangjiong Chen, Sparse Bayesian Learning Using Generalized Double Pareto Prior for DOA Estimation, IEEE Signal Processing Letters, Vol.28, pp:1744-1748,Aug.2021.( DOI:10.1109/LSP.2021.310450)

[8].  Lili Yang, Jie Li*, Fangjiong Chen, Yuwei Wei, Fei Ji and Hua Yu, Localization of Incoherently Distributed Near-field Sources: A Low-rank Matrix Recovery Approach, Signal processing, 289,2021. (DOI:10.1016/j.sigpro.2021.108273)

[9]. 付振华, 李杰,季飞, 余华, 面向海工装备智能化的海洋异构物联网架构,电信科学(国内T1期刊),37 (7): 34-39，2021 .(DOI: 10.11959/j.issn.1000-0801.2021150)

[10].Lili Yang, Jie Li*, Fangjiong Chen, Yuwei Wei, Fei Ji and Hua Yu, Joint angular-frequency distribution estimation of incoherently distributed wideband sources via low-rank matrix recovery, IEEE Trans. on Aerospace and Electronic Systems, Vol.57, No.6, pp.3563-3573. Dec.2021, (DOI: 10.1109/TAES.2021.3079569)

[11].Jinming Wen, Jie Li, Huanmin Ge, Zhengchun Zhou, and Weiqi Luo, Orthogonal least squares detector for generalized spatial modulation, IEEE Trans. on Wireless Communications, Vol.20, No. 8, pp:5071-5082, Aug. 2021.

[12].Dehuan Wan, Ronglan Huang, Miaowen Wen, Jie Li*, A Simple Multicarrier Transmission Technique Combining Transmit Diversity and Data Multiplexing for Non-Orthogonal Multiple Access, IEEE Trans. on Vehicular Technology, Vol.70, No. 7, pp.7216 - 7220, June 2021.

[13].王琦森，余华，李杰*，董超，季飞，陈焱琨，基于稀疏贝叶斯学习的空间紧邻信号DOA估计算法，电子与信息学报，vol.43,no.3, pp:708-715,May,2021.

[14].Ronglan Huang, Dehuan Wan, Fei Ji, Hua Qing, Jie Li, Hua Yu, Fangjiong Chen, Performance analysis of NOMA-based cooperative networks with relay selection, China Communications(国内T1期刊), vol.17, no.11,pp.111 - 119, Nov. 2020.

[15].Jie Li, Fangjiong Chen, Yide Wang, Pascar Charge, Fei Ji and Hua Yu, Spatial Spectrum Estimation of Incoherently Distributed Sources Based on Low-Rank Matrix Recovery, IEEE Trans. on Vehicular Technology, vol.69, no.6,pp.6333-6347 June, 2020.

[16].Boheng Chen, Jie Li* ,Gang Wei and Biyun Ma, A novel localized and second order feature coding network for image recognition. Pattern Recognition, Vol. 76, pp.339-348, April 2018.

[17].Boheng Chen, Jie Li*, Gang Wei and Biyun Ma, Discriminative dictionary pair learning based on differentiable support vector function for visual recognition, Neurocomputing, Vol. 272, pp. 306-313, Jan. 2018.

[18].Jie Li, Gang Wei and Yuehua Ding, Adaptive beamforming based on covariance matrix reconstruction by exploiting interferences’ cyclostationarity, Signal Processing, Vol.93(9), pp. 2543-2547,2013.

[19].Boheng Chen, Jie Li*, Gang Wei, A multi-path deep feature coding model for visual classification, Entropy, 2018, 20(5), 341.

[20].Jie Li, Gang Wei, Adaptive wideband beamformer with mainlobe control using iterative second-order cone programming, IEICE Trans. on Communication. Vol. E95-B, No.10, pp. 3290-3293, Oct. 2012.

n  会议论文：

[21].Jie Li, Gang Wei, Yide Wang, A robust GSC-like beamformer, 1st Sino-French Workshop on Research Collaborations in Information and Communication Technologies (SIFWICT), Nantes, France, 2011.

[22].Boheng Chen, Jie Li, Biyun Ma, Gang Wei,Convolutional sparse coding classification model for image classification, IEEE International Conference on Image Processing(ICIP 2016)

[23].Chen Yankun, Wang Weiping, Liang Yinian, Zhou Defu, Dong Chao,Li Jie, Real-time Detection and Classification for Targeted Marine Mammals, IEEE/OES China Ocean Acoustics Conference (COA 2021).

[24].Jie Liu, Fei Ji, Hao Zhao, Jie Li, and Miaowen Wen,CNN-Based Underwater Acoustic OFDM Communications over Doubly-Selective Channels, IEEE 94th Vehicular Technology Conference (VTC2021-Fall).

n  授权专利:

[1]     李杰，赵晶，基于低秩矩阵重建的水声宽频散射源的定位方法，中国发明专利，申请日：2020.02.18, 专利号：ZL 202010098664.1, 授权日：2021.06.08

[2]     宁更新，刘云磊，李杰，季飞，韦岗，一种基于构造目标导函数确定区间搜索的多普勒估计方法，中国发明专利，申请号：2014107583434,申请日：2014.12.10，专利号：ZL2014107583434，授权日：2018.04.13

[3]     韦岗，李杰，曹燕，一种可控的宽频磁波波束形成装置与方法，中国发明专利，申请号：201410742577，申请日：2014.12.05，专利号：ZL201410742577X，授权日：2018.02.13

[4]     韦岗,曹燕,杨萃,李杰. 一种多模三维超声探测与成像装置及方法.中国发明专利，申请日：2014.12.5，专利号：ZL201410737712.1,授权日：2017.9.26.

[5]     韦岗,王一歌,曹燕,杨萃,刘娇蛟,马碧云,李杰,赵明剑. 基于时空四维宽频阵列的高速钢轨超声探测成像方法与装置, 中国发明专利，申请日：2015.8.21，专利号：ZL201510519909.2，授权日：2018.1.2

[6]     韦岗,杨萃,曹燕,王一歌,刘娇蛟,马碧云,李杰,赵明剑. 物理调焦软耦合自动扫描超声探测成像装置与方法,中国发明专利，申请日：2015.8.21，专利号：ZL201510520407.1，授权日：2017.11.24.

[7]     韦岗,曹燕,杨萃,刘娇姣,马碧云,李杰,王一歌,赵明剑. 一种宽频超声换能器制备方法及信号发送方法，中国发明专利，申请日：2015.8.21，专利号：ZL20151051939.1，授权日：2018.1