研究領域包括:自適應濾波器,室內定位與導航,組合導航,及生物信息學研究等。先后主持國家自然科學基金等項目10余項。近年來以第一作者或通信作者在IEEE Transactions on Automatic Control、IEEE Transactions on Circuits and Systems、IEEE Signal Processing Letters、Neurocomputing、Signal Processing、Digital Signal Processing、Circuits, Systems, and Signal Processing、Journal of Theoretical Biology、《電子學報》、《物理學報》和《電子與信息學報》等國內外學術刊物上發表論文60余篇,其中SCI/EI收錄論文30余篇,谷歌學術的h-index為10。
[2] Shiyuan Wang, Jiuchao Feng and Chi K. Tse, "A class of stable square-root nonlinear information filters," IEEE Transactions on Automatic Control, vol. 59, no. 7, pp. 1893-1898, 2014. (SCI)
[3] Shiyuan Wang, Lujuan Dang, Badong Chen, Shukai Duan, Lidan Wang and Chi K. Tse, "Random Fourier filters under maximum correntropy criterion," IEEE Transactions on Circuits and Systems I: Regular Papers, to appear. (SCI)
[4] Shiyuan Wang, Yunfei Zheng, and Chengxiu Ling, "Regularized kernel least mean square algorithm with multiple-delay feedback," IEEE Signal Processing Letters, vol. 23, no.1, pp. 98-101, 2016. (SCI)
[5] Shiyuan Wang, Jiuchao Feng and Chi K. Tse, "Spherical simplex-radial cubature Kalman filter," IEEE Signal Processing Letters, vol. 21, no. 1, pp. 43-46, 2014. (SCI)
[6] Shiyuan Wang, Jiuchao Feng and Chi K. Tse, "Analysis of the characteristic of the Kalman gain for one-dimensional chaotic maps in cubature Kalman filter," IEEE Signal Processing Letters, vol. 20, no. 3, pp. 229-232, 2013. (SCI)
[7] Ji Zhao, Xiaofeng Liao, Shiyuan. Wang and Chi K. Tse, "Kernel least mean square with single feedback," IEEE Signal Processing Letters, vol. 22, no. 7, pp. 953-957, July 2015. (SCI)
[8] Shiyuan Wang, Jiuchao Feng and Chi K. Tse, "Kernel affine projection sign algorithms for combating impulse interference," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 60. no. 11, pp. 811-815, 2013. (SCI)
[9] Shiyuan Wang, Wanli Wang, and Shukai Duan. "A class of weighted quantized kernel recursive least squares algorithms." IEEE Transactions on Circuits and Systems II: Express Briefs,vol. 64, no. 6, pp. 730-734, 2017. (SCI)
[10] Shiyuan Wang, Wanli Wang, Shukai Duan, and Lidan Wang. " Kernel recursive least squares with multiple feedback and its convergence analysis." IEEE Transactions on Circuits and Systems II: Express Briefs,vol. 64, no. 10, pp. 1237-1241, 2017. (SCI)
[11] Shiyuan Wang, Wanli Wang, Badong Chen, and Chi K. Tse. "Convergence analysis of nonlinear Kalman filters with novel innovation-based method," Neurocomputing, vol. 289, pp.194-194, 2018. (SCI)
[12] Shiyuan Wang, Yunfei Zheng, Shukai Duan, Lidan Wang, and Chi K. Tse, "A class of improved least sum of exponentials algorithms," Signal Processing, vol. 128, pp. 340-349, 2016. (SCI)
[13] Fei Wang, Yicong He, Shiyuan Wang, and Badong Chen, "Maximum total correntropy adaptive filtering against heavy-tailed noises, " Signal Processing, vol. 141, pp.84-95, 2017. (SCI)
[14] Yunfei Zheng, Shiyuan Wang, Jiuchao Feng and Chi K. Tse, "A modified quantized kernel least mean square algorithm for prediction of chaotic time series," Digital Signal Processing, vol. 48, pp.130-136, 2016. (SCI)
[15] Shiyuan Wang, Yunfei Zheng, Shukai Duan, Lidan Wang, and Hongtao Tan, "Quantized kernel maximum correntropy and its mean square convergence analysis," Digital Signal Processing, vol. 63, pp. 164-176, 2017. (SCI)
[16] Badong Chen, Xin Wang, Na Lu, Shiyuan Wang, Jiuwen Cao, and Jing Qin, "Mixture correntropy for robust learning," Pattern Recognition, vol. 79, pp. 318-327, 2018. (SCI).
[17] Shiyuan Wang, Wenjie Zhang, Chao Yin, and Yali Feng, "Huber-based unscented Kalman filters with the q-gradient," IET Science Measurement & Technology, vol. 11, no. 4, 2017. (SCI)
[18] Shiyuan Wang, Chao Yin, Shukai Duan, and Lidan Wang, "A modified variational Bayesian noise adaptive Kalman filter, " Circuits Systems & Signal Processing, vol.36, no. 10, pp.4260-4277, 2017. (SCI)
[19] Wenjie Zhang, Shiyuan Wang, and Yali Feng, "Novel simplex Kalman filters," Circuits Systems and Signal Processing, vol. 36, no. 2, pp. 879-893, 2017. (SCI)
[20] Shiyuan Wang, Jiuchao Feng and Chi K. Tse "Novel cubature Kalman filtering for systems involving nonlinear states and linear measurements," AEU-International Journal of Electronics and Communications, vol. 69, no. 1, pp. 314-320, 2015. (SCI)
[21] Wenjie Zhang, Shiyuan Wang, and Yali Feng, "Novel simplex Kalman filters," Circuits Systems and Signal Processing, vol. 36, no. 2, pp. 879-893, 2017. (SCI)
[22] Shiyuan Wang, Yunfei Zheng, Shukai Duan, and Lidan Wang. "Simplified quantised kernel least mean square algorithm with fixed budget, " Electronics Letters. vol. 52, no. 17, pp. 1453-1455, 2016. (SCI)
[23] Yunxiang Jiang, Francis C.M. Lau, Shiyuan Wang, and Chi K. Tse, “Parameter identification of chaotic systems by a novel dual particle swarm optimization,” International Journal of Bifurcation & Chaos, vol. 26, no. 02, pp. 165024, 2016. (SCI)
[24] 王世元,史春芬,錢國兵,王萬里,“基于分數階最大相關熵算法的混沌時間序列預測,”物理學報,vol. 67, no. 1, pp.018401, 2018.(SCI)
[25] 張文杰, 王世元, 馮亞麗, 馮久超, "基于Huber的高階容積卡爾曼跟蹤算法," 物理學報, vol. 65, no.8, pp. 88401, 2016. (SCI)
[26] 王世元, 馮久超. "一種新的參數估計方法及其在混沌信號盲分離中的應用," 物理學報, vol. 61, no. 17, pp. 170508. 2012. (SCI)
國際會議
[27] Wanli Wang, Shiyuan Wang, Guobing Qian, and Bo Yang, “Kernel least mean square with tracking,” Chinese Control Conference, pp.5100-5104, 2017.
[28] Wenyue Wang, Chunfen Shi, Wanli Wang, Lujuan Dang, and Shiyuan Wang, “online sequential extreme learning machine algorithms based on maximum correntropy criterion,” International Conference on Information Fusion, pp. 1-7, 2017.
[29] Lujuan Dang, Wanli Wang, Qitang Sun, Zhengji Long, Guobing Qian, and Shiyuan Wang, “Hammerstein adaptive filter with single feedback under minimum mean square error,” International Conference on Information Fusion, PP.1-7, 2017.
[30] Lujuan Dang, Yunfei Zheng, Shiyuan Wang, Wanli Wang, and Qitang Sun, “A novel least cauchy error algorithm and its kernel extension,” International Congress on Image & Signal processing, Biomedical Engineering and Informatics, pp. 925-929, 2017.
[31] Chao Yin, Yunfei Zheng, Shiyuan Wang, Yali Feng, and Wenjie Zhang, “Spherical simplex-radial cubature information filter,” International Congress on Image & Signal processing, Biomedical Engineering and Informatics, pp.940-944, 2017.
[32] Yunfei Zheng, Shiyuan Wang, Yali Feng, Wenjie Zhang, and Qingan Yang, “Convex combination of quantized kernel least mean square algorithm,” Sixth International Conference on Intelligent Control and Information Processing, pp. 186-190, 2016.
[33] Yali Feng, Qingan Yang, Shiyuan Wang, Wenjie Zhang, and Yunfei Zheng, “Novel cubature Kalman filters based on mixed degrees,” Sixth International Conference on Intelligent Control and Information Processing, pp.220-224, 2016.
[34] Shiyuan Wang, Yunfei Zheng, and Shukai Duan, “Sparse Huber adaptive filter with correntropy induced metric penalty,” Chinese Control Conference, pp. 4967-4971, 2016.