Book
- Y. Zhu, J. Zhou, X. Shen, E. Song, and Y. Luo, Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods. CRC Press, 2012.
- Y. Luo, X. Shen, and Y. Zhu, “Random coefficient matrices kalman filtering with applications,” in Nonlinear Estimation and Applications to Industrial Systems Control (G. Rigatos, ed.), ch. 3, pp. 61–88, Nova Science, 2012.
Journal papers (published or accepted)
- Z.G. Wang, X. Shen, Y.M. Zhu and J.X. Pan, “Monte Carlo set-membership filtering for nonlinear dynamic systems,” http://arxiv.org/abs/1606.05046, pp. 1–25, Jun, 2016.
- H. Rao, X. Shen, Y.M. Zhu and J.X. Pan, “Distributed detection fusion via Monte Carlo importance sampling,” http://arxiv.org/abs/1605.00194, pp. 1–20, May, 2016.
- X. Shen, S. Liu, and P. K. Varshney, “Sensor selection for nonlinear systems in large sensor networks,” IEEE Trans. on Aerospace and Electronic Systems, vol. 50, no. 4, pp. 2664–2678, October 2014.
- X. Shen and P. K. Varshney, “Sensor selection based on generalized information gain for target tracking in large sensor networks,” IEEE Transactions on Signal Processing, vol. 62, no. 1, pp. 363-375, January 2014.
- X. Shen, P. K. Varshney, and Y. Zhu, “Robust distributed maximum likelihood estimation with dependent quantized data,” Automatica, vol. 50, no. 1, pp. 169-174, January 2014.
- Y. Luo, Y. Zhu, X. Shen, and E. Song, “Distributed Kalman filtering fusion with packet loss or intermittent communications from local estimators to fusion center,” Journal of Systems Science & Complexity, vol. 25, pp. 463–485, June 2012.
- X. Shen, Y. Luo, Y. Zhu, and E. Song, “Globally optimal distributed Kalman filtering fusion,” SCIENCE CHINA—Information Sciences (Review, Special Focus), vol. 55, pp. 512–529, March 2012.
- Y. Luo, X. Shen, and Y. Zhu, “Integrated optimization methods in multisensor decision and estimation fusion,” SCIENCE CHINA—Information Sciences (Special Focus), vol. 55, pp. 545–550, March 2012.
- Y. Luo, Y. Zhu, and X. Shen, “A novel data association algorithm based on integrated random coefficient matrices Kalman filtering,” IEEE Transactions on Aerospace and Electronic Systems, vol. 48, pp. 144–158, January 2012.
- X. Shen, Y. Zhu, E. Song, and Y. Luo, “Minimizing Euclidean state estimation error for linear uncertain dynamic systems based on multisensor and multi-algorithm fusion,”IEEE Transactions on Information Theory, vol. 57, pp. 7131–7146, October 2011.
- X. Shen, Y. Zhu, L. He, and Z. You, “A near-optimal iterative algorithm via alternately optimizing sensor and fusion rules in distributed decision systems,” IEEE Transactions on Aerospace and Electronic Systems, vol. 47, pp. 2514–2529, October 2011.
- X. Shen, Y. Zhu, and Z. You, “An efficient sensor quantization algorithm for decentralized estimation fusion,” Automatica, vol. 47, pp. 1053–1059, May 2011.
- X. Shen, Y. Luo, Y. Zhu, E. Song, and Z. You, “Globally optimal flight path update with adding or removing out-of-sequence measurements,” Automatica, vol. 46, pp. 1437–1442, September 2010.
- X. Qu, J. Zhou, and X. Shen, “Archimedean copula estimation and model selection via l1-norm symmetric distribution,” Insurance: Mathematics and Economics, vol. 46, April 2010.
- X. Shen, Y. Zhu, E. Song, and Y. Luo, “Optimal centralized update with multiple local out-of-sequence measurements,” IEEE Transactions on Signal Processing, vol. 57, pp. 1551–1562, April 2009.
- X. Shen, E. Song, Y. Zhu, and Y. Luo, “Globally optimal distributed Kalman fusion with local outof-sequence-measurement updates,” IEEE Transactions on Automatic Control, vol. 54, pp. 1928–1934, August 2009.
- E. Song, X. Shen, J. Zhou, Y. Zhu, and Z. You, “Performance analysis of communication direction for two-sensor tandem binary decision system,” IEEE Transactions on Information Theory, vol. 55, pp. 4777–4785, October 2009.
- Q. Ren, Y. Zhu, X. Shen, and E. Song, “Optimal sensor rules and unified fusion rules for multisensor multi-hypothesis network decision systems with channel errors,”Automatica, vol. 45, pp. 1694–1702, July 2009.
- X. Shen, Y. Zhu, and L. Song, “Linear B-Spline copulas with applications to nonparametric estimation of copulas,” Computational Statistics & Data Analysis, vol. 52, pp. 3806–3819, March 2008.
Selected conference papers
- X. Shen, Y. Zhu, Y. Luo, and J. He, “Minimized Euclidean error data association for multi-target and multisensor uncertain dynamic systems,” in The 15th International Conference on Information Fusion, (Singapore), pp. 1562–1569, July 9–12, 2012.
- X. Shen, Y. Zhu, and Y. Luo, “Optimal state estimation of linear discrete-time systems with correlated random parameter matrices,” in Proceedings of the 30th Chinese Control Conference, (Yantai), pp. 1488–1493, July 22–24, 2011.