Decentralized H∞ Filtering in a Multi-Agent System

Proceedings of the American Control Conference

Volumn , Issue , 2009, Pages 5755-5760

  Nelson, Thomas R ^a   Randy, A Freeman ^a  

^a Northwestern University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DECENTRALIZED H; FILTERING ALGORITHM; MOBILE SENSOR NETWORKS; SIMULATION RESULT;

COMPUTER SIMULATION; MULTI AGENT SYSTEMS; WIRELESS NETWORKS;

SENSOR NETWORKS;

EID: 70449671080     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2009.5160702     Document Type: Conference Paper

References (21)

1. Y. Bar-Shalom and X.R. Li, Estimation and Tracking: Principles, Techniques, and Software. Norwood, MA: Artech House, Inc, 1993.
2. C. Belta and V. Kumar, "Abstraction and control for groups of robots," IEEE Trans. Robotics, vol. 20, no. 5, pp. 865 - 875, Oct. 2004.
3. D. Bernstein, Matrix Mathematics. Princeton, NJ: Princeton University Press, 2005.
4. D. Bertsekas and I. Rhodes, "Recursive state estimation for a setmembership description of uncertainty," IEEE Trans. Automat. Contr., vol. AC- 16, no. 2, pp. 117 - 128, 1971.
5. T. H. Chung, J. W. Burdick and R. M. Murray, "A Decentralized Motion Coordination Strategy for Dynamic Target Tracking," in Proc. 2006 IEEE Intern. Conf. Robotics and Automation, Orlando, FL, May 2006.
6. J. Cortes, S. Martinez, T. Karatas and F. Bullo, " Coverage control for mobile sensing networks," IEEE Trans. Robotics and Automation, vol. 20, no. 2, pp. 243 - 255. 2004.
7. J.S. Jennings, et. al., "Cooperative search and rescue with a team of mobile robots," Proc. 8th Intern. Conf. on Advanced Robotics, Monterrey, CA, 1997.
8. H. Kitano, et. al., "RoboCup rescue: search and rescue in large-scale disasters as a domain for autonomous agents research," Proc. of 1999 IEEE Conf. on Systems, Man and Cybern., Toyko, Japan, 1999.
9. K.M. Lynch, I.B. Schwartz, P. Yang, R.A. Freeman, "Decentralized environmental modeling by mobile sensor networks," IEEE Trans. Robotics, vol. 24, no. 3, pp. 710-724, 2008.
10. R. Olfati-Saber. "Distributed Kalman filtering for sensor networks," Proc. of the 46th IEEE Conference on Decision and Control, New Orleans, LA, Dec. 2007
11. R. Olfati-Saber, "Distributed tracking for mobile sensor networks with information-driven mobility," in Proc. American Control Conference, New York, NY, 2007.
12. B.S. Rao, H.F. Durrant-Whyte, "Fully Decentralized Algorithm for Multisensor Kalman Filtering," in IEEE Proceedings - D,vol. 138, no. 5, pp.413 - 420, 1991.
13. F. Schweppe, "Recursive state estimation: unknown but bounded errors and system inputs," IEEE Trans. Automat. Contr., vol. AC-13, no. 1, pp. 22-28, 1968.
14. S. N. Simic and S. Sastry, "Distributed environmental monitoring using random wireless networks," 2nd Intern. Workshop Inform. Processing in Sensor Networks PARC Palo Alto, CA, 2003.
15. U. Shaked and Y. Theodor, "H1 - estimation: A tutorial," in Proc. 31st IEEE Conf. Decision Contr., Tuscon, AZ, 1992.
16. X. Shen and L. Deng, "Game theory approach to discrete H1 filter design," IEEE Trans. Signal Processing, vol. 45, no. 4, pp. 1092 - 1095, 1997.
17. S. Susca, S. Martinez and F. Bullo, "Monitoring environmental boundaries with a robotic sensor network," in Proc. American Control Conference, pp. 2072 - 2077, 2006.
18. H. Tsanknakis and M. Athans, "Tracking maneuvering targets using H1 filters," in Proc. American Control Conference, Baltimore, MD, 1994.
19. S. Xie, L. Xie and S. Rahardja, "An LMI-based decentralized H1 filtering for interconnected systems," ICASSp 2003, 2003.
20. P. Yang, R.A. Freeman and K.M. Lynch, "Multi-agent coordination by decentralized estimation and control," submitted for publication in IEEE Trans. Automat. Contr.
21. F. Zhao, J. Shin and J. Reich, "Information-driven dynamic sensor collaboration for tracking applications," IEEE Signal Processing Magazine, vol. 19, no. 2, pp. 61 - 72, March 2002.