周雪玲

計算機科學院與技術(元宇宙),講師 卓越工程師學院(創新創業學院) 辦公室:7A103-3 Email:zhouuxueling@dgut.edu.cn

個人介紹

廣東工業大學博士,太阳成集团tyc234cc卓越工程師學院準聘講師,主要研究方向為腦機接口,信号處理,人工智能。

一、工作經曆

2022.07 - 2024.08 複旦大學信息科學與工程學院  博士後

2024.08 - 至今  太阳成集团tyc234cc卓越工程師學院  講師

二、研究項目

1. 毫米波通信基帶-應急通信鍊路的關鍵技術,企業課題,2024.11-至今,502萬,主持;

2. 運動負荷監測設備的軟件平台開發,企業課題,2024.10-2025.06,5萬,主持;

3. 面向新工科的卓越工程師培養:基于雙融驅動與雙創牽引的實踐研究,22萬,主持;

4. 面向卓越工程師人才培養的腦機接口産業項目化課程建設,3萬,主持.

三、發表論文

1. X. Zhou, W.-K. Ling, Y. Zhou, et.al., Multivariate phase space reconstruction and Riemannian manifold for sleep stage classification, Biomedical Signal Processing and Control, 2024, 88: 105572. (SCI- 2區)

2. X. Zhou, W.-K. Ling*, Y. Zhou, et al., Phase space reconstruction, geometric filtering Fisher discriminant analysis and minimum distance to the Riemannian means algorithm for epileptic seizure classification, Expert Systems With Applications, 2023, 219:119613. (SCI -1區)

3. X. Zhou, W.-K. Ling*, H. H. Dam, et al., Optimal design of window functions for filter window bank, Journal of Industrial and Management Optimization, 2021, 17(3):1119-1145. (SCI -3區)

4. X. Zhou, W.-K. Ling*, C. Li, et al., Epileptic seizure detection via logarithmic normalized functional values of singular values, Biomedical Signal Processing and Control, 2020, 62:102086. (SCI -2區)

5. X. Zhou, W.-K. Ling*, Zikang Tian, et al., Joint empirical mode decomposition, exponential function estimation and L1 norm approach for estimating mean value of photoplethysmogram and blood glucose level, IET Signal Processing, 2020, 14:652-665. (SCI -4區)

6. X. Zhou, Z. Guo, J. Liu, et al., A hierarchical neural network on Riemannian manifold and convolutional neural network for sleep stage classification, 19 th Annual IEEE International Symposium on Medical Measurements and Applications, 2024. (EI收錄)

7. X. Zhou, R. Lei, W.K Ling*, et al., Joint empirical mode decomposition and singular spectrum analysis based pre-processing method for wearable non-invasive blood glucose estimation, IEEE 4th International Conference on Signal and Image Processing, 2019. (EI收錄)

8. J. Chen, X. Zhou, L. Feng, et al., rU-Net, Multi-Scale Feature Fusion and Transfer Learning: Unlocking the Potential of Cuffless Blood Pressure Monitoring with PPG and ECG, IEEE Journal of Biomedical and Health Informatics, 2024, 1-12.  (SCI -2區)

9. J.-H. Che, W.-K. Ling*, X. Zhou, Singular spectrum analysis based sleeping stage classification via electrooculogram, Multimedia Tools and Applications, 2024, 83:65525-65548. (SCI -3區)

10. Y. Zhou, W.-K. Ling*, X. Zhou, Biomedical signal denoising via permutating, thresholding and averaging noise components obtained from hierarchical multiresolution analysis-based empirical mode decomposition, Circuits, Systems, and Signal Processing, 2022, 42:943-970. (SCI -3區)

四、獲獎榮譽

1. 第十九屆“挑戰杯”全國大學生課外學術科技作品競賽“揭榜挂帥”專項賽(青年科技人才賽道),特等獎,指導教師,2025;;

2. 第十屆‘創客中國’信息技術應用中小企業創新創業大賽,三等獎,指導教師,2025.

五、指導學術科研項目

1. 大學生創新創業訓練計劃. “基于黎曼幾何和腦電信号的情緒監測系統” (國家級). 2025.

2. 大學生創新創業訓練計劃. “AI運動教育裝備--跨境電商運營實踐” (省級). 2025.

六、指導研究生

現為太阳成集团tyc234cc碩士生導師,招收新一代信息技術專業研究生,指導研究生1名,協助指導研究生1名.

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