Distributed H∞-consensus filtering in sensor networks with multiple missing measurements: The finite-horizon case

Automatica

Volumn 46, Issue 10, 2010, Pages 1682-1688

  Shen, Bo ^a   Wang, Zidong ^a,b   Hung, Y S ^c  

^a DONGHUA UNIVERSITY   (China)

^b BRUNEL UNIVERSITY   (United Kingdom)

^c UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Data missing; Difference linear matrix inequalities; Discrete time varying systems; Distributed H consensus filtering; Finite horizon; Sensor networks

Indexed keywords

CONSENSUS FILTER; DATA MISSING; DISCRETE TIME; FILTER PARAMETER; FILTERING ERROR; FILTERING PROBLEMS; FILTERS DESIGN; FINITE-HORIZON; LINEAR MATRIX; MULTIPLE MISSING MEASUREMENTS; NORM-BOUNDED UNCERTAINTY; NUMERICAL SIMULATION; PARAMETERIZED; PERFORMANCE CONSTRAINTS; PERFORMANCE REQUIREMENTS; POLYTOPIC UNCERTAINTIES; PROBABILISTIC INFORMATION; SUFFICIENT CONDITIONS; SYSTEM STATE;

CLOSED LOOP SYSTEMS; RANDOM VARIABLES; SENSOR NETWORKS; SWITCHING SYSTEMS; TIME VARYING NETWORKS; TIME VARYING SYSTEMS; UNCERTAIN SYSTEMS;

LINEAR MATRIX INEQUALITIES;

EID: 77956420057     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2010.06.025     Document Type: Article

References (19)

1. P.A. Bliman, and G. Ferrari-Trecate Average consensus problems in networks of agents with delayed communications Automatica 44 8 2008 1985 1995
2. Cattivelli, F. S., Lopes, C. G., & Sayed, A. H. (2008). Diffusion strategies for distributed Kalman filtering: formulation and performance analysis. In Proc. cognitive information processing, Santorini, Greece, June.
3. Gershon, E., Pila, A., & Shaked, U. (2001). Difference LMIs for robust H∞ control and filtering. In Proceedings of the European control conference. Porto, Portugal(pp. 34693474).
4. E. Gershon, U. Shaked, and I. Yaesh H∞ control and estimation of state-multiplicative linear systems 2005 Springer-Verlag London Limited
5. T. Li, and J.F. Zhang Mean square average-consensus under measurement noises and fixed topologies: necessary and sufficient conditions Automatica 45 8 2009 1929 1936
6. P. Lin, Y. Jia, and L. Li Distributed robust H∞ consensus control in directed networks of agents with time-delay Systems & Control Letters 57 8 2008 643 653
7. Olfati-Saber, R. (2007). Distributed Kalman filtering for sensor networks. In Proc. 46th IEEE conf. decision and control, New Orleans, LA, December.
8. R. Olfati-Saber, and R.M. Murray Consensus problems in the networks of agents with switching topology and time delays IEEE Transactions on Automatic Control 49 9 2004 1520 1533
9. Olfati-Saber, R., & Shamma, J. S. (2005). Consensus filters for sensor networks and distributed sensor fusion. In Proc. 44th IEEE conf. decision and control, and the Euro. cont. conf. Seville, Spain, December.
10. G. Shi, and Y. Hong Global target aggregation and state agreement of nonlinear multi-agent systems with switching topologies Automatica 45 5 2009 1165 1175
11. A. Speranzon, C. Fischione, K.H. Johansson, and A. Sangiovanni- Vincentelli A distributed minimum variance estimator for sensor networks IEEE Journal on Selected Areas in Communications 26 4 2008 609 621
12. S.S. Stankovic, M.S. Stankovic, and D.M. Stipanovic Consensus based overlapping decentralized estimation with missing observations and communication faults Automatica 45 6 2009 1397 1406
13. Y.G. Sun, L. Wang, and G. Xie Average consensus in networks of dynamic agents with switching topologies and multiple time-varying delays Systems & Control Letters 57 2 2008 175 183
14. Z. Wang, D.W.C. Ho, Y. Liu, and X. Liu Robust H∞ control for a class of nonlinear discrete time-delay stochastic systems with missing measurements Automatica 45 3 2009 684 691
15. L. Xiao, and S. Boyd Fast linear iterations for distributed averaging Systems & Control Letters 53 1 2004 65 78
16. F. Xiao, and L. Wang Consensus protocols for discrete-time multi-agent systems with time-varying delays Automatica 44 10 2008 2577 2582
17. F. Yang, Z. Wang, G. Feng, and X. Liu Robust filtering with randomly varying sensor delay: the finite-horizon case IEEE Transactions on Circuits and Systems. I. Regular Papers 56 3 2009 1310 1314
18. F. Yang, Z. Wang, and Y.S. Hung Robust Kalman filtering for discrete time-varying uncertain systems with multiplicative noises IEEE Transactions on Automatic Control 47 7 2002 1179 1183 (Pubitemid 34835348)
19. W. Yu, G. Chen, Z. Wang, and W. Yang Distributed consensus filtering in sensor networks IEEE Transactions on Systems, Man and Cybernetics, Part B 39 6 2009 1568 1577