Distributed consensus filtering in sensor networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 39, Issue 6, 2009, Pages 1568-1577

  Yu, Wenwu ^a   Chen, Guanrong ^a   Wang, Zidong ^b   Yang, Wen ^c  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b BRUNEL UNIVERSITY   (United Kingdom)

^c EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Consensus; Distributed consensus filter; Pinning control; Pinning observer; Sensor network

Indexed keywords

CONSENSUS; DISTRIBUTED CONSENSUS; DISTRIBUTED CONSENSUS FILTER; FILTERING PROBLEMS; PINNING CONTROL; PINNING OBSERVER; SIMULATION RESULT; TARGET INFORMATION;

WIRELESS SENSOR NETWORKS;

SENSOR NETWORKS;

EID: 70349618998     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2009.2021254     Document Type: Article

References (35)

1. W. Yu, G. Chen, J. Cao, J. Lü, and U. Parlitz, "Parameter identification of dynamical systems from time series,Phys. Rev. E, Stat. Phys. Plasmas Fluids Relat. Interdiscip. Top., vol. 75, no. 6, p. 067 201, Jun. 2007.
2. W. Yu and J. Cao, "Synchronization control of stochastic delayed neural networks," Physica A, vol. 373, pp. 252-260, Jan. 2007.
3. F. Yang, Z. Wang, and Y. S. Hung, "Robust Kalman filtering for discrete time-varying uncertain systems with multiplicative noises," IEEE Trans. Autom. Control, vol. 47, no. 7, pp. 1179-1183, Jul. 2002.
4. 2/H∞ control of two-dimensional systems in Roesser model," Automatica, vol. 42, no. 9, pp. 1507-1514, Sep. 2006.
5. Z. Wang, F. Yang, D. W. C. Ho, and X. Liu, "Robust finite-horizon filtering for stochastic systems with missing measurements," IEEE Signal Process. Lett., vol. 12, no. 6, pp. 437-440, Jun. 2005.
6. Z. Duan, J. Wang, G. Chen, and L. Huang, "Stability analysis and decentralized control of a class of complex dynamical networks," Automatica, vol. 44, no. 4, pp. 1028-1035, Apr. 2008.
7. R. Olfati-Saber, "Distributed Kalman filter with embedded consensus filters," in 44th IEEE Conf. Decis. Control/Eur. Control Conf., Dec. 2005, pp. 8179-8184.
8. R. Olfati-Saber and J. S. Shamma, "Consensus filters for sensor networks and distributed sensor fusion," in 44th IEEE Conf. Decis. Control/Eur. Control Conf., Dec. 2005, pp. 6698-6703.
9. Y. Hong, G. Chen, and L. Bushnell, "Distributed observers design for leader-following control of multi-agent networks," Automatica, vol. 44, no. 3, pp. 846-850, Mar. 2008.
10. X. Wang and G. Chen, "Synchronization in scale-free dynamical networks: Robustness and fragility," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 49, no. 1, pp. 54-62, Jan. 2002.
11. X. Wang and G. Chen, "Synchronization in small-world dynamical networks,Int. J. Bifurc. Chaos, vol. 12, no. 1, pp. 187-192, 2002.
12. W. Lu and T. Chen, "Synchronization of coupled connected neural networks with delays," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 51, no. 12, pp. 2491-2503, Dec. 2004.
13. G. Chen, J. Zhou, and Z. Liu, "Global synchronization of coupled delayed neural networks and applications to chaotic CNN models," Int. J. Bifurc. Chaos, vol. 14, no. 7, pp. 2229-2240, 2004.
14. J. Zhou, J. Lu, and J. Lü, "Adaptive synchronization of an uncertain complex dynamical network," IEEE Trans. Autom. Control, vol. 51, no. 4, pp. 652-656, Apr. 2006.
15. J. Lu and G. Chen, "A time-varying complex dynamical network models and its controlled synchronization criteria," IEEE Trans. Autom. Control vol. 50, no. 6, pp. 841-846, Jun. 2005.
16. J. Cao, W. Yu, and Y. Qu, "A new complex network model and convergence dynamics for reputation computation in virtual organizations," Phys. Lett. A, vol. 356, no. 6, pp. 414-425, Aug. 2006.
17. J. Liang, Z. Wang, Y. Liu, and X. Liu, "Global synchronization control of general delayed discrete-time networks with stochastic coupling and disturbances," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 1073-1083, Aug. 2008.
18. Y. Liu, Z. Wang, J. Liang, and X. Liu, "Synchronization and state estimation for discrete-time complex networks with distributed delays," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 5, pp. 1314-1325, Oct. 2008.
19. W. Yu, J. Cao, G. Chen, J. Lü, J. Han, and W. Wei, "Local synchronization of a complex network model," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 1, pp. 230-241, Feb. 2009.
20. L. M. Pecora and T. L. Carroll, "Master stability functions for synchronized coupled systems," Phys. Rev. Lett., vol. 80, no. 10, pp. 2109-2112, Mar. 1998.
21. C. Wu and L. O. Chua, "Synchronization in an array of linearly coupled dynamical systems," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 42, no. 8, pp. 430-447, Aug. 1995.
22. J. Cao, G. Chen, and P. Li, "Global synchronization in an array of delayed neural networks with hybrid coupling," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 2, pp. 488-498, Apr. 2008.
23. W. Yu, J. Cao, and J. Lü, "Global synchronization of linearly hybrid coupled networks with time-varying delay," SIAM J. Appl. Dyn. Syst. vol. 7, no. 1, pp. 108-133, 2008.
24. W. Yu, J. Cao, and G. Chen, "Robust adaptive control of unknown modified Cohen-Grossberg neural networks with delay," IEEE Trans. Circuits Syst. II, Exp. Briefs, vol. 54, no. 6, pp. 502-506, Jun. 2007.
25. J. Xiang and G. Chen, "On the V-stability of complex dynamical networks," Automatica, vol. 43, no. 6, pp. 1049-1057, Jun. 2007.
26. W. Yu, G. Chen, and J. Lü, "On pinning synchronization of complex dynamical networks," Automatica, vol. 45, no. 2, pp. 429-435, 2009.
27. T. Chen, X. Liu, and W. Lu, "Pinning complex networks by a single controller," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 54, no. 6, pp. 1317-1326, Jun. 2007.
28. X. Wang and G. Chen, "Pinning control of scale-free dynamical networks," Physica A, vol. 310, no. 3/4, pp. 521-531, Jul. 2002.
29. J. Zhou, X. Wu, W. Yu, M. Small, and J. Lu, "Synchronizing delayed neural networks by pinning control," Chaos, vol. 18, no. 4, p. 043 111, Dec. 2008.
30. Z. Schuss, Theory and Applications of Stochastic Differential Equations. New York: Wiley, 1980.
31. W. Yu, J. Cao, and J. Wang, "An LMI approach to global asymptotic stability of the delayed Cohen-Grossberg neural network via nonsmooth analysis,Neural Netw., vol. 20, no. 7, pp. 810-818, Sep. 2007.
32. S. Boyd, L. E. Ghaoui, E. Feron, and V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory. Philadelphia, PA: SIAM, 1994.
33. P. Erdös and A. Rényi, "On random graphs," Publ. Math., vol. 6, pp. 290-297, 1959.
34. A. L. Barabási and R. Albert, "Emergence of scaling in random networks," Science, vol. 286, no. 5439, pp. 509-512, Oct. 1999.
35. L. O. Chua, "The genesis of Chua's circuit," Arch. Elektr. Ubertrag., vol. 46, no. 3, pp. 250-257, 1992.