Multiscale consensus for decentralized estimation and its application to building systems

Proceedings of the American Control Conference

Volumn , Issue , 2008, Pages 888-893

  Kim, Jong Han ^a   West, Matthew ^b   Scholte, Eelco ^c   Narayanan, Satish ^c  

^a 496 Lomita Mall

^b University of Illinois at Urbana Champaign   (United States)

^c UNITED TECHNOLOGIES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BUILDING SYSTEMS; CONSENSUS PROBLEMS; DECENTRALIZED ESTIMATION; FAST CONVERGENCE; IN-BUILDING SYSTEMS; KALMAN FILTERING; MULTI SCALING; MULTI-SCALE APPROACHES; SYSTEM COMPLEXITY;

CHLORINE COMPOUNDS; CONTROL THEORY; ESTIMATION;

CONVERGENCE OF NUMERICAL METHODS;

EID: 52449092209     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2008.4586605     Document Type: Conference Paper

References (13)

1. J. L. Speyer, "Computation and transmission requirements for a decentralized linear-quadratic-gaussian control problem," IEEE Trans. on Automatic Control, vol. AC-24, no. 2, pp. 266-269, Apr. 1979.
2. B. S. Rao and H. F. Durrant-Whyte, "Fully decentralized algorithm for multisensor Kalman filtering," in IEE Proceedings-D, vol. 138, no. 5, pp. 413-420, Sep. 1991.
3. R. Olfati-Saber, "Distributed Kalman filtering for sensor networks," in Proc. 46th IEEE Conference on Decision and Control, pp. 5492-5498, Dec. 2007.
4. W. Ren, R. W. Beard, and Ella M. Atkins, "A survey of consensus problems in multi-agent coordination," in Proc. 2005 American Control Conference, pp. 1859-1864, June 2005.
5. S. Boyd, P. Diaconis, and L. Xiao, "Fastest mixing Markov chain on a graph," SIAM Review, vol. 46, no. 4., pp. 667-689, Oct. 2004.
6. L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Systems and Control Letters, vol. 53, pp. 65-78, 2004.
7. R. Olfati-Saber, "Ultrafast consensus in small-world networks," in Proc. 2005 American Control Conference, pp. 2371-2378, June 2005.
8. I. Yavneh, "Why multigrid methods are so efficient," Computing in Science & Engineering, vol. 8, no. 6, pp. 12-22, Nov. 2006.
9. W. L. Briggs, V. E. Henson, and S. F. McCormick, A Multigrid Tutorial. SIAM, 2000.
10. CONTAM 2.4 User Guide and Program Documentation, NIST, Oct. 2006. Available: NIST Multizone modeling website http://www.bfrl.nist.gov/IAQanalysis/ index.htm
11. P. S. Maybeck, Stochastic Models, Estimation, and Control, Vol.1, Academic Press, 1979.
12. L. Xiao, S. Boyd, and S. Lall, "A space-time diffusion scheme for peer-to-peer least-squares estimation," in Proc. 5th International Symposium on Information Processing in Sensor Networks, pp. 168-176, Apr. 2006.
13. J.-H. Kim, M. West, S. Lall, E. Scholte, and A. Banaszuk, "Stochastic multiscale approaches to consensus problems," To appear, Conference on Decision and Control, Dec. 2008.