基本介紹
- 中文名：陳雪晨
- 畢業院校：加州大學河濱分校
- 學位/學歷：博士
- 職業：教師
- 專業方向：機器學習在信息領域套用, 智慧型聯合信源信道編碼, 分散式壓縮感知套用, 海量數據特徵提取, 網路資訊理論在低時延場景下的套用, 室內智慧型定位等.
- 任職院校：中南大學
人物經歷,研究方向,教授課程,主持項目,
人物經歷
2003年考入中國科學技術大學電子信息工程系(安徽省高考前50名, 科大入學新生金獎)，2007年申請到 Dean's Distinguished Fellowship 進入美國UC Riverside (加州大學河濱分校) 的 EE department攻讀博士學位，博士導師為Dr. Ertem Tuncel (IEEE Trans. on Information Theory副主編)，並於2012年1月博士畢業。先後在NTT Docomo Research Lab （USA） 任Research Engineer，Bell Lab Center（Shanghai）任Research Scientist，之後在中山大學任教。現在中南大學計算機學院。（曾在中投證券總部實習，通過CFA一級）
2016年暑假在田納西大學田超教授（現在TAMU）處訪問交流。
研究方向
現研究方向包括但不限於聯合信源信道編碼(Joint Source Channel Coding), 分散式壓縮感知套用（Distributed Compressive Sensing）, 數據特徵提取(feature selection), 機器學習在信息領域套用(the appliation of machine learning algorithms in information processing), 網路資訊理論在低時延場景下的套用（The application of network information theory in low delay scenario）, 室內智慧型定位（Intelligent Indoor Positioning）等.
教授課程
在中山大學主講過的課程包括“電路原理和模電初步”，“移動信息工程物理基礎（電磁學）”，“通信原理與系統（理論及實驗課）”，“無線感測網路（理論及實驗課）”，"數據結構與算法設計"，"高級程式設計"。在原中山大學信息學院任教期間，負責了通信原理與系統教學實驗室和無線感測網路教學實驗室的建立和相關實驗課程的設計。在中南大學承擔課程 “工程研究與實習”。
主講過的課程：本人在中山大學主講過的課程包括“電路原理和模電初步”，“移動信息工程物理基礎（電磁學）”，“通信原理與系統（理論及實驗課）”，“無線感測網路（理論及實驗課）”，"數據結構與算法設計"，"高級程式設計"。其中“無線感測網路（理論及實驗課）”評教成績列全校第一。
在原中山大學移動信息學院任教期間，負責了通信原理與系統教學實驗室和無線感測網路教學實驗室的建立和相關實驗課程的設計。
在中南大學目前承擔課程 “工程研究與實習”，“前沿技術講座”， “物聯網原理與系統（理論及實驗）”
Publications：（*為通訊作者，#為共同第一作者）
33. X. Pei, X. Deng, X. Chen, "A Trusted Edge Computing System Based on Intelligent Risk Detection for Smart IoT", accepted, IEEE Transactions on Industrial Informatics.
32. Y. Li，X. Chen*，X. Deng，“Lightweight Deep Joint Source-Channel Coding for Gauss-Markov Sources over AWGN channel” ，WCNC，Glasgow, Scotland，Mar. 2023
31. Y. Hu, X. Deng*, C. Zhu, X. Chen, "Resource Allocation for Heterogenerous Computing Tasks in Wirelessly Powered MEC-Enabled IIOT-Systems," ACM Transactions on Management Information Systems, Nov. 2022.
30. Y. Wu, Z. Chen*, X. Yao, X. Chen, "JAN: Joint Attention Networks for Automatic ICD coding," IEEE journal of biomedical and health informatics, 2022.
29. “Computation Efficiency Maximization in Multi-UAV-Enabled Mobile Edge Computing Systems based on 3D deployment optimization”, minor revision, IEEE Transactions on Emerging Topics in Computing.
28. X. Deng, P. Jiang and X. Chen*, "Multi-Relational Collaborative Filtering for Global Graph Neural Networks to Mine Evolutional Social Relations"，IEEE Transactions on Computational Social Systems, 2022, inpress.
27. X. Chen, Z. Lin, C. Chen, X. Deng*, "Low Delay Joint Source Channel Coding for Wyner-Ziv problem over Gaussian Broadcast Channel", submitted
26. B. Li, X. Deng*, X. Chen*, Y. Deng, “MEC-based Dynamic Controller Placement in SD-IoV: A Deep Reinforcement Learning Approach,” IEEE Transactions on Vehicular Technology, vol. 71, no. 9, Sep. 2022.
25. T. Liu, X. Chen*, “Attention based neural joint source channel coding of text over point to point and broadcast channel,” Artificial Intelligence Review，https://rdcu.be/cxHTd, 2021.
24. W. Zhao, X. Chen*, "Zero-Delay Joint source channel coding for bivariate Gaussian sources over broadcast channels with one-bit ADC front ends", Entropy，SI "Information Theory for Communication Systems", 2021
23. Z. Lin, Xuechen Chen*,Hongzhou Tan, "A Practical Low Delay Digital Scheme for Wyner-Ziv Coding over Gaussian Broadcast Channel, ", CISS 2021, Baltimore, Maryland, USA.
22. X. Chen, W. Xiong, "Compressed Sensing based Multi-Hop Data Routing in 3D Underwater Wireless Sensor Networks", ISMICT, 2021, Xiamen, China
21. X. Chen*, W. Xiong, S. Chu, "Two-tier PSO based Data Routing employing Bayesian Compressive Sensing in Underwater Sensor Networks", Sensors, 2020
20. Y. Qian, X. Chen*, "An improved particle filter based indoor tracking system via joint wi-Fi/PDR localization", 2020, https://doi.org/10.1088/1361-6501/abaa1f, Measurement science and technology
19. T. Liu, X. Chen*," Deep Learning-Based Belief Propagation Algorithm over Non-Binary Finite Fields", WCSP 2020, Nanjing, China
18. Y. Yin, Q. Tu, X. Chen*, "Enhanced Salp Swarm Optimizer based on Random Walk and its applicaions on training Feedforwad Neural Networks", Soft Computing, https://rdcu.be/b28Ps, 2020
17. L. Lin, Y. Yang, H. Cheng*, X. Chen, "Autonomous Vision-Based Aerial Grasping for Rotorcraft Unmanned Aerial Vehicles", Sensors, 2019.
16. X.Chen, F. Li and X. Liu, "A Distributed Digital Codec for Jointly Sparse Correlated Signals", 16th International Symposium on Wireless Communication Systems, Oulu, Finland, Aug. 2019.
15. X.Chen, F. Li and X. Liu, "An Efficient and Robust Digital Codec Framework for Jointly Sparse Correlated Signals", IEEE access，2019.
14. Q. Tu, X. Chen＊ and X. Liu, "Hierarchy Strengthened Grey Wolf Optimizer for Numerical Optimization and Feature Selection", IEEE access, 2019.
13. X. Liu, G.Yang and X. Chen*, "Variable-Node-Based Belief-Propagation Decoding with Message Pre-processing for NAND Flash Memory", IEEE access, 2019.
12. Tu Qiang, Xuechen Chen*, Xingcheng Liu, "Multi-strategy Ensemble Grey Wolf Optimizer and Its Application to Feature Selection", Applied Soft Computing, Dec. 2018.
11. Xuechen chen, “Zero-Delay Gaussian Joint Source-Channel Coding for the Interference Channel”, IEEE Communications Letters, April. 2018, the extended version on arxiv http://arxiv.org/abs/1801.07851
10. X. Liu, C. Fan, X. Chen#, “Dynamic Scheduling Decoding of LDPC Codes Based on Tabu Search”, IEEE Transactions on Communications, Nov. 2017.
9. X.Chen, S. Chu, F. Li, G. Chu, "Hybrid ToA and IMU Indoor Localization System by Various Algorithms", Journal of Central South Univeristy, Dec. 2018.
8. G. Wang, X. Chen#, S. Liu, C. Wong, S. Chu*,"Mechanical Chameleon through Dyanmic Real-Time Plasmonic Tuning," ACS Nano, 10(2), 2016, DOI: 10.1021/acsnano.5b07472
7. Xuechen Chen，Shupeng Song，Jihong Xing,“A ToA/IMU indoor positioning system by extended Kalman filter, particle filter and MAP algorithms,” International symposium on personal, indoor and mobile radio communications (PIMRC), Valencia, Spain, Sep. 2016.
6. Xuechen Chen，Ertem Tuncel, "Zero-Delay Joint Source-Channel Coding Using Hybrid Digital-Analog Schemes in the Wyner-Ziv Setting,"IEEE Transactions on Communications, 2014
5. Xuechen Chen, Ertem Tuncel, "Low-Delay Prediction-and Transform-Based Wyner-Zive Coding", IEEE Transactions on Signal Processing, 2011.
4. Guoping Wang, Xuechen Chen#, Sheng Liu, Wong Chingping, Chu Sheng*, “Mechanical chameleon through Dynamic Real Time-Plasmonic Tuning,”ACS NANO, Feb. 2016.
3. X. Chen, H.Liu, Q. Li, H. Chen, R. Peng, S. Chu and B. Cheng, “Terahertz detectors arrays based on orderly aligned InN nanowires”, Scientific Reports, Aug. 2015.
2. X.Chen, E. Tuncel, "Low-Delay Wyner-Ziv coding on Memory Sources", ISIT, 2009
1. X. Chen, E. Tuncel,"Low Delay HDA JSCC Coding", ISIT 2011
主持項目
1.國家自然基金青年項目，“套用於無線感測網路的低時延分散式信源編碼及延伸性研究”
2.廣東省自然科學基金自由申請項目，“低複雜度低功耗的分散式數據採集及編碼算法研究”
3.教育部留學回國人員科研啟動基金，“網路資訊理論在低時延場景下的套用性研究”
4.企業橫向項目，“無線測距信息和定位信息的加密方法”
5.企業橫向項目，“大規模自組織無線感測網定位算法”
6.企業橫向項目，“無線測距信息的壓縮方法”
7.企業橫向項目，“三維相對定位算法設計”
8.中山大學基本業務費
中南大學（目前）
1.中南大學科研啟動經費 80W
2.參與重點研發計畫子課題 醫療行為多維度感知關鍵技術及套用研究
