Distributed consensus with quantized data via sequence averaging

IEEE Transactions on Signal Processing

Volumn 58, Issue 2, 2010, Pages 944-948

  Fang, Jun ^a   Li, Hongbin ^a  

^a Stevens Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSENSUS ALGORITHMS; CONSENSUS PROTOCOLS; DISTRIBUTED AVERAGE CONSENSUS; DISTRIBUTED CONSENSUS; INITIAL STATE; ITERATIVE PROCESS; MEAN SQUARE; NON LINEAR CONTROL; NUMERICAL RESULTS; QUANTIZATION ERRORS; TEMPORAL INFORMATION;

CONVERGENCE OF NUMERICAL METHODS; LINEAR CONTROL SYSTEMS; NUMERICAL ANALYSIS;

ALGORITHMS;

EID: 74949130434     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2032951     Document Type: Article

References (19)

1. P. Frasca, R. Carli, F. Fagnani, and S. Zampieri, "Average consensus on networks with quantized communication," Int. J. Robust Non-Linear Control, 2008, to be published.
2. L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Syst. Control Lett., no.53, pp. 65-78, Feb. 2004.
3. D. S. Scherber and H. C. Papadopoulos, "Distributed computation of averages over ad hoc networks," IEEE J. Sel. Areas Commun., vol.23, pp. 776-787, Apr. 2005.
4. C. C. Moallemi and B. V. Roy, "Consensus propagation," IEEE Trans. Inf. Theory, vol.52, no.11, pp. 4753-4766, Nov. 2006.
5. E. Kokiopoulou and P. Frossard, "Accelerating distributed consensus using extrapolation," IEEE Signal Process. Lett., vol.14, pp. 665-668, Oct. 2007.
6. E. Kokiopoulou and P. Frossard, "Polynomial filtering for fast convergence in distributed consensus," IEEE Trans. Signal Process., vol.57, no.1, pp. 342-354, Jan. 2009.
7. T. C. Aysal, B. N. Oreshkin, and M. J. Coates, "Accelerated distributed average consensus via localized node state prediction," IEEE Trans. Signal Process., vol.57, no.4, pp. 1563-1576, Apr. 2009.
8. L. Xiao, S. Boyd, and S.-J. Kim, "Distributed average consensus with least-mean-square deviation," J. Parallel Distrib. Comput., vol.67, pp. 33-46, 2007.
9. I. D. Schizas, A. Ribeiro, and G. B. Giannakis, "Consensus in ad hoc WSNs with noisy links - Part I: Distributed estimation of deterministic signals," IEEE Trans. Signal Process., vol.56, no.1, pp. 350-364, Jan. 2008.
10. S. Barbarossa and G. Scutari, "Decentralized maximum-likelihood estimation for sensor networks composed of nonlinearly coupled dynamical systems," IEEE Trans. Signal Process., vol.55, no.7, pp. 3456-3470, Jul. 2007.
11. A. Kashyap, T. Basar, and R. Srikant, "Quantized consensus," Automatica, pp. 1192-1203, 2007.
12. M. E. Yildiz and A. Scaglione, "Coding with side information for rateconstrained consensus," IEEE Trans. Signal Process., vol.56, no.8, pp. 3753-3764, Aug. 2008.
13. S. Kar and J. M. F. Moura, "Distributed average consensus in sensor networks with quantized inter-sensor communication," presented at the IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), LasVegas, NV, Mar. 30-Apr. 4, 2008.
14. T. C. Aysal, M. Coats, and M. Rabbat, "Distributed average consensus with dithered quantization," IEEE Trans. Signal Process., vol.56, no.10, pp. 4905-4918, Oct. 2008.
15. B. Mohar, "Some applications of Laplace eigenvalues of graphs," in Graph Symmetry: Algebraic Methods and Applications, ser. NATO ASI Series C 497. Dordrecht, MA: Kluwer, 1997, pp. 225-275.
16. A. Fasano and G. Scutari, "The effect of additive noise on consensus achievement in wireless sensor networks," presented at the IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), LasVegas,NV,Mar. 30-Apr. 4, 2008.
17. S. Kar and J. M. F. Moura, Distributed Consensus Algorithms in Sensor Networks: Quantized Data, 2007, submitted for publication.
18. P. Gupta and P. R. Kumar, "The capacity of wireless networks," IEEE Trans. Inf. Theory, vol.46, pp. 388-404, Mar. 2000.
19. G. Golub and C. van Loan, Matrix Computations, 3rd ed. Baltimore, MD: The Johns Hopkins Univ. Press, 1996.