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Information Fusion Theory

Journal Articles:

• Y.-M. Zhu and X. R. Li, “Optimal decision fusion given sensor rules,” to appear in Control Theory and Applications, 2006
• K.-S. Zhang, X. R. Li, and Y.-M. Zhu, “Optimal update with out-of-sequence observations for distributed filtering,” IEEE Transactions on Signal Processing, 53(6):1992–2004, June 2005 pdf
• Y. M. Zhu, X. R. Li, and J. Zhao, “Linear minimum variance estimation fusion,” Science in China, Ser. F: Information Sciences, 47(6): 728–740, December 2004 pdf
• X. R. Li, Y.-M. Zhu, J. Wang, and C.-Z. Han, "Optimal linear estimation fusion-part I: unified fusion rules," IEEE Transactions on Information Theory, 49(9):2192-2208, September 2003 pdf
• Y.-M. Zhu and X. R. Li, "Unified fusion rules for multi-hypothesis network decision systems," IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 33(4):502-513, July 2003 pdf
• H. Chen, T.Kirubarajan,and Y.Bar-Shalom, "Performance Limits of Track-to-Track Fusion vs.Centralized Estimation: Theory and Application", IEEE Trans. Aerospace and Electronic Systems, 39(2):386-400, April 2003 pdf
  
• Y. M. Zhu, Z. S. You, J. Zhao, K.-S. Zhang, and X. R. Li, "The optimality for the distributed Kalman filtering fusion with feedback," Automatica, 37:1489-1493, 2001 pdf
  
• P. Shar and X. R. Li, "Passive sonar fusion for submarine C2 systems," IEEE Aerospace and Electronic Systems Magazine, 15(3):29-34, March 2000 pdf

Conference Proceedings Papers:

• K.-S. Zhang and X. R. Li, “Optimal Sensor Data Quantization for Best Linear Unbiased Estimation Fusion,” Proc. IEEE Conference on Decision and Control, Atlantis, Paradise Island, Bahamas, December 2004, pp. 2656–2661
• H. Chen, K.-S. Zhang and X. R. Li, “Optimal Data Compression for Multisensor Target Tracking with Communication Constraints,” Proc. IEEE Conference on Decision and Control, Atlantis, Paradise Island, Bahamas, December 2004, pp. 2650–2655
• Y. M. Zhu and X. R. Li, “Extended Dampster-Shafer combination rules based on random set theory,” Proc. 2004 SPIE Conf. Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications, Vol. 5434-11, Orlando, FL, April 2004, 9 pages pdf
• M. Mallick, K.-S. Zhang, and X. R. Li, “Comparative analysis of multi-lag out-of-sequence measurement filtering algorithms,” Proc. 2003 SPIE Conf. Signal and Data Processing of Small Targets, San Diego, CA, August 2003, pp. 175–187
• K.-S. Zhang, X. R. Li, H.-M. Chen, M. Mallick, "Update with out-of-sequence measurements for multi-sensor target tracking," Proc. 2003 International Conf. Information Fusion, Cairns, Australia, July 2003, pp. 672-679
• X. R. Li, "Optimal linear estimation fusion - part VII: dynamic systems," Proc. 2003 International Conf. Information Fusion, Cairns, Australia, July 2003, pp. 455-462
• K.-S. Zhang, X. R. Li, P. Zhang, H.-F. Li, "Optimal linear estimation fusion - part VI: sensor data compression," Proc. 2003 International Conf. Information Fusion, Cairns, Australia, July 2003, pp. 221-228 pdf
• X. R. Li, "Optimal linear estimation fusion for multisensor dynamic systems," Proc. Workshop on Multiple Hypothesis Tracking - A Tribute to Sam Blackman, San Diego, CA, USA, May 2003 pdf
  
• X. R. Li, K.-S. Zhang, J. Zhao, Y.-M. Zhu, "Optimal linear estimation fusion-part V: relationships," Proc. 2002 International Conference on Information Fusion, Annapolis, MD, July 2002, pp. 497-504
  
• B.-H. Li, Y.-M. Zhu, and X. R. Li, "Fault-tolerant interval estimation fusion by Dempster-Shafer theory," Proc. 2002 International Conference on Information Fusion, Annapolis, MD, July 2002, pp. 1605-1613 pdf
  
• Y.-M. Zhu, Y. Gan, X. R. Li, "Multisensor statistical interval estimation fusion," Proc. 2002 SPIE Conf. Sensor Fusion: Architectures, Algorithms, and Applications VI, Vol. 4731-36, Orlando, FL, April 2002 pdf
  
• C. Z. Han, J. Wang, and X. R. Li, "Fused state estimation of linear continuous-time system with multisensor asynchronous measurements," Proc. 2001 International Conf. Information Fusion, Montreal, QC, Canada, August 2001, pp. FrB1-3-FrB1-9
  
• X. R. Li and K.-S. Zhang, "Optimal linear estimation fusion-part IV: Optimality and efficiency of distributed fusion," Proc. 2001 International Conf. Information Fusion, Montreal, QC, Canada, August 2001, pp. WeB1-19-WeB1-26 pdf
  
• X. R. Li and P. Zhang, "Optimal linear estimation fusion-part III: Cross-correlation of local estimation errors," Proc. 2001 International Conf. Information Fusion, Montreal, QC, Canada, August 2001, pp. WeB1-11-WeB1-18 pdf
  
• A. G. Tartakovsky, X. R. Li, and G. Yaralov, "Invariant sequential detection and recognition of targets in distributed systems," Proc. 2001 International Conf. Information Fusion, Montreal, QB, Canada, August 2001, pp. WeA3-11-WeA3-18 pdf
  
• X. R. Li and K.-S. Zhang, "Optimality and efficiency of optimal distributed fusion," Proc. Workshop on Estimation, Tracking, and Fusion - A Tribute to Yaakov Bar-Shalom, Monterey, CA, May 2001, pp. 37-50
  
• A. G. Tartakovsky, X. R. Li, and G. Yaralov, "Sequential detection of targets in distributed systems," Proc. 2001 SPIE Conf. Signal Processing, Sensor Fusion, and Target Recognition, Vol. 4380, Orlando, FL, April 2001
  
• X. R. Li and J. Wang, "Unified optimal linear estimation fusion-part II: Discussions and examples," Proc. 2000 International Conf. Information Fusion, Paris, France, July 2000, pp. MoC2-18-MoC2-25 pdf
  
• X. R. Li, Y.-M. Zhu, and C.-Z. Han, "Unified optimal linear estimation fusion-part I: Unified models and fusion rules," Proc. 2000 International Conf. Information Fusion, Paris, France, July 2000, pp. MoC2-10-MoC2-17 pdf
  
• Y.-M. Zhu, X. R. Li, and Z.-S. You, "Unified fusion rule in multisensor network decision systems," Proc. 2000 International Conf. Information Fusion, Paris, France, July 2000, pp. ThB4-16-ThB4-23
  
• Y.-M. Zhu, K.-S. Zhang, X. R. Li, and Z.-S. You, "Track fusion of distributed EFRLS state estimators," Proc. 2000 International Conf. Information Fusion, Paris, France, July 2000, pp. TuC2-9-TuC2-15
  
• A. Tartakovsky and X. R. Li, "Sequential testing of multiple hypotheses in distributed systems," Proc. 2000 International Conf. Information Fusion, Paris, France, July 2000, pp. ThC4-17-ThC4-24
  
• Y. M. Zhu, J. Zhao, X. R. Li, and Z. S. You, "Performance analysis for feedback track fusion," Proc. Third World Congress on Intelligent Control and Intelligent Automation, Hefei, China, June-July, 2000
  
• P. Shar and X. R. Li, "Support systems and techniques for submarine sensor fusion," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 23-28
  
• P. Shar and X. R. Li, "Some considerations of fusion, tracking, command and control," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 1236-1242
  
• Y. M. Zhu and X. R. Li, "Optimal decision fusion given sensor rules," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 85-92 pdf
  
• Y. M. Zhu and X. R. Li, "Best linear unbiased estimation fusion," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 1054-1061
  
• P. Shar and X. R. Li, "Passive sonar fusion for submarine C2 systems," Proc. 1999 International Conf. on Information Fusion, Sunnyvale, CA, July 1999, pp. 486-492
  
• P. Shar and X. R. Li, "Some considerations of submarine sensor fusion" Proc. 1998 International Conf. on Information Fusion, Las Vegas, Nevada, July 1998, pp. 930-936
  

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