周雪玲

計算機(jī)科學(xué)院與技術(shù)(元宇宙),講師 卓越工程師學(xué)院(創(chuàng)新創(chuàng)業(yè)學(xué)院) 辦公室:7A103-3 Email:zhouuxueling@dgut.edu.cn

個人介紹

廣東工業(yè)大學(xué)博士,東莞理工學(xué)院卓越工程師學(xué)院準(zhǔn)聘講師,主要研究方向為腦機(jī)接口,信號處理,人工智能。

一、工作經(jīng)歷

2022.07 - 2024.08 復(fù)旦大學(xué)信息科學(xué)與工程學(xué)院  博士后

2024.08 - 至今  東莞理工學(xué)院卓越工程師學(xué)院  講師

二、研究項目

1. 毫米波通信基帶-應(yīng)急通信鏈路的關(guān)鍵技術(shù),企業(yè)課題,2024.11-至今,502萬,主持;

2. 運動負(fù)荷監(jiān)測設(shè)備的軟件平臺開發(fā),企業(yè)課題,2024.10-2025.06,5萬,主持;

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

4. 面向卓越工程師人才培養(yǎng)的腦機(jī)接口產(chǎn)業(yè)項目化課程建設(shè),3萬,主持.

三、發(fā)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(qū))

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(qū))

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(qū))

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(qū))

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(qū))

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(qū))

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(qū))

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(qū))

四、獲獎榮譽(yù)

1. 第十九屆“挑戰(zhàn)杯”全國大學(xué)生課外學(xué)術(shù)科技作品競賽“揭榜掛帥”專項賽(青年科技人才賽道),特等獎,指導(dǎo)教師,2025;;

2. 第十屆‘創(chuàng)客中國’信息技術(shù)應(yīng)用中小企業(yè)創(chuàng)新創(chuàng)業(yè)大賽,三等獎,指導(dǎo)教師,2025.

五、指導(dǎo)學(xué)術(shù)科研項目

1. 大學(xué)生創(chuàng)新創(chuàng)業(yè)訓(xùn)練計劃. “基于黎曼幾何和腦電信號的情緒監(jiān)測系統(tǒng)” (國家級). 2025.

2. 大學(xué)生創(chuàng)新創(chuàng)業(yè)訓(xùn)練計劃. “AI運動教育裝備--跨境電商運營實踐” (省級). 2025.

六、指導(dǎo)研究生

現(xiàn)為東莞理工學(xué)院碩士生導(dǎo)師,招收新一代信息技術(shù)專業(yè)研究生,指導(dǎo)研究生1名,協(xié)助指導(dǎo)研究生1名.

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