CNEL Alumnus: Pingping Zhu


Former student webpage:
About Me

MS ECE, University of Florida, 2010
MS IPRAI, Huazhong University of Sci. & Tech., 2008
BS ECE, Huazhong University of Sci. & Tech., 2006
 
My Research Interests

Kalman filter in RKHS
 
Picture

 
CNEL Papers
Dissertation
1Pingping Zhu,"KALMAN FILTERING IN REPRODUCING KERNEL HILBERT SPACES", May 2013, University of Florida.(author PDF)
 
Journal Papers
1Zhu P., Chen B., Principe, J.C., "Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS", Trans. on Signal Processing, Vol. 62, No. 1, pp. 141-155, 2014,DOI:10.1109/TSP.2013.2283842
2Songlin Zhao, Badong Chen, Pingping Zhu, José C. Príncipe, "Fixed budget quantized kernel least-mean-square algorithm", Signal Processing, Vol. 93, No. 9, pp. 2759-2770, Sept. 2013,DOI:http://dx.doi.org/10.1016/j.sigpro.2013.02.012
3Pingping Zhu, Badong Chen, Jose C. Principe, "A novel extended kernel recursive least squares algorithm", Neural Networks, Vol. , No. , pp. -, Dec. 2011,DOI:10.1016/j.neunet.2011.12.006 (author PDF)
 
Conference Papers
1Zhu, Pingping and Principe, Jose C., "KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM," ICASSP.(Accepted) (author PDF)
2Jongmin Lee, Pingping Zhu, and Jose C. Principe, "A Parameter-free Kernel Design Based on Cumulative Distribution Function for Correntropy", IJCNN, pp. -, 2013,DOI:10.1109/IJCNN.2013.6707021 (author PDF)
3Pingping Zhu, Jose C Principe, "Analysis on extended kernel recursive least squares algorithm", Intl. Joint Conf. on Neural Networks, pp. 1-4, 2013,DOI:10.1109/IJCNN.2013.6706865 (author PDF)
4Pingping Zhu, Badong Chen, Jose C. Principe, "Extended Kalman Filter Using a Kernel Recursive Least Squares Observer", IJCNN, pp. 1402-1408, 2011,DOI:10.1109/IJCNN.2011.6033388 (author PDF)
 

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