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Volumn 58, Issue 3 PART 1, 2010, Pages 1383-1400

Distributed consensus algorithms in sensor networks: Quantized data and random link failures

Author keywords

Bounded quantizer; Consensus; Convergence; Quantized; Quantizer saturation; Random link failures; Sample path behavior; Stochastic approximation

Indexed keywords

CONSENSUS; CONVERGENCE; QUANTIZED; QUANTIZERS; RANDOM LINK FAILURES; SAMPLE PATH; STOCHASTIC APPROXIMATIONS;

EID: 80052335250     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2036046     Document Type: Article
Times cited : (378)

References (50)
  • 2
    • 0022783899 scopus 로고
    • Distributed asynchronous deterministic and stochastic gradient optimization algorithms
    • J. N. Tsitsiklis, D. P. Bertsekas, and M. Athans, "Distributed asynchronous deterministic and stochastic gradient optimization algorithms," IEEE Trans. Autom. Control, vol. AC-31, no. 9, pp. 803-812, Sep. 1986. (Pubitemid 16629805)
    • (1986) IEEE Transactions on Automatic Control , vol.AC-31 , Issue.9 , pp. 803-812
    • Tsitsiklis John, N.1    Bertsekas Dimitri, P.2    Athans Michael3
  • 3
    • 0024748907 scopus 로고
    • Dynamic load balancing for distributed memory multiprocessors
    • G. V. Cybenko, "Dynamic load balancing for distributed memory multiprocessors," J. Parallel Distrib. Comput., vol. 7, pp. 279-301, 1989.
    • (1989) J. Parallel Distrib. Comput. , vol.7 , pp. 279-301
    • Cybenko, G.V.1
  • 4
    • 0038548185 scopus 로고    scopus 로고
    • Coordination of groups of mobile autonomous agents using nearest neighbor rules
    • Jun.
    • A. Jadbabaie, J. Lin, and A. S. Morse, "Coordination of groups of mobile autonomous agents using nearest neighbor rules," IEEE Trans. Autom. Control, vol. AC-48, no. 6, pp. 988-1001, Jun. 2003.
    • (2003) IEEE Trans. Autom. Control , vol.AC-48 , Issue.6 , pp. 988-1001
    • Jadbabaie, A.1    Lin, J.2    Morse, A.S.3
  • 5
    • 4644244041 scopus 로고    scopus 로고
    • Consensus problems in networks of agents with switching topology and time-delays
    • Sep.
    • R. Olfati-Saber and R. M. Murray, "Consensus problems in networks of agents with switching topology and time-delays," IEEE Trans. Autom. Control, vol. 49, no. 9, pp. 1520-1533, Sep. 2004.
    • (2004) IEEE Trans. Autom. Control , vol.49 , Issue.9 , pp. 1520-1533
    • Olfati-Saber, R.1    Murray, R.M.2
  • 6
    • 4644317383 scopus 로고    scopus 로고
    • Information flow and cooperative control of vehicle formations
    • Sep.
    • J. A. Fax and R. M. Murray, "Information flow and cooperative control of vehicle formations," IEEE Trans. Autom. Control, vol. 49, no. 9, pp. 1465-1476, Sep. 2004.
    • (2004) IEEE Trans. Autom. Control , vol.49 , Issue.9 , pp. 1465-1476
    • Fax, J.A.1    Murray, R.M.2
  • 8
    • 39649124259 scopus 로고    scopus 로고
    • Reliable distributed estimation with intermittent communications
    • 4177839, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC
    • V. Saligrama and D. Castanon, "Reliable distributed estimation with intermittent communications," in Proc. 45th IEEE Conf. Decision Contr., San Diego, CA, Dec. 2006, pp. 6763-6768. (Pubitemid 351284110)
    • (2006) Proceedings of the IEEE Conference on Decision and Control , pp. 6763-6768
    • Saligrama, V.1    Castanon, D.A.2
  • 9
    • 44849127203 scopus 로고    scopus 로고
    • Topology for distributed inference on graphs
    • DOI 10.1109/TSP.2008.923536
    • S. Kar, S. A. Aldosari, and J. M. F. Moura, "Topology for distributed inference on graphs," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2609-2613, Jun. 2008. (Pubitemid 351795911)
    • (2008) IEEE Transactions on Signal Processing , vol.56 , Issue.6 , pp. 2609-2613
    • Kar, S.1    Aldosari, S.2    Moura, J.M.F.3
  • 10
    • 64149119332 scopus 로고    scopus 로고
    • Consensus and cooperation in networked multi-agent systems
    • Jan.
    • R. Olfati-Saber, J. A. Fax, and R. M. Murray, "Consensus and cooperation in networked multi-agent systems," IEEE Proc., vol. 95, no. 1, pp. 215-233, Jan. 2007.
    • (2007) IEEE Proc. , vol.95 , Issue.1 , pp. 215-233
    • Olfati-Saber, R.1    Fax, J.A.2    Murray, R.M.3
  • 11
    • 34147163355 scopus 로고    scopus 로고
    • Information consensus in multivehicle cooperative control
    • DOI 10.1109/MCS.2007.338264
    • W. Ren, R. W. Beard, and E. M. Atkins, "Information consensus in multivehicle cooperative control," IEEE Contr. Syst. Mag., vol. 27, no. 2, pp. 71-82, Apr. 2007. (Pubitemid 46562979)
    • (2007) IEEE Control Systems Magazine , vol.27 , Issue.2 , pp. 71-82
    • Ren, W.1    Beard, R.W.2    Atkins, E.M.3
  • 13
    • 3142770678 scopus 로고    scopus 로고
    • Fast linear iterations for distributed averaging
    • L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Syst. Contr. Lett., vol. 53, pp. 65-78, 2004.
    • (2004) Syst. Contr. Lett. , vol.53 , pp. 65-78
    • Xiao, L.1    Boyd, S.2
  • 14
    • 23944482529 scopus 로고    scopus 로고
    • Ultrafast consensus in small-world networks
    • ThB03.5, Proceedings of the 2005 American Control Conference, ACC
    • R. Olfati-Saber, "Ultrafast consensus in small-world networks," in Proc. 2005 Amer. Contr. Conf., Jun. 2005, vol. 4, pp. 2371-2378. (Pubitemid 41188970)
    • (2005) Proceedings of the American Control Conference , vol.4 , pp. 2371-2378
    • Olfati-Saber, R.1
  • 15
    • 33847661000 scopus 로고    scopus 로고
    • Distributed detection in sensor networks: Connectivity graph and small world networks
    • 1599738, Conference Record of The Thirty-Ninth Asilomar Conference on Signals, Systems and Computers
    • S. Aldosari and J. Moura, "Distributed detection in sensor networks: Connectivity graph and small world networks," in Proc. 39th Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 2005, pp. 230-234. (Pubitemid 46350314)
    • (2005) Conference Record - Asilomar Conference on Signals, Systems and Computers , vol.2005 , pp. 230-234
    • Aldosari, S.A.1    Moura, J.M.F.2
  • 16
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of small-world networks
    • D. J. Watts and S. H. Strogatz, "Collective dynamics of small-world networks," Nature, vol. 393, pp. 440-442, 1998.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 17
    • 34547811873 scopus 로고    scopus 로고
    • Graph effective resistance and distributed control: Spectral properties and applications
    • 4177510, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC
    • P. Barooah and J. P. Hespanha, "Graph effective resoistance and distributed control: Spectral properties and applications," in Proc. 45th IEEE Conf. Decision Contr., San Diego, CA, Dec. 2006, pp. 3479-3485. (Pubitemid 351283761)
    • (2006) Proceedings of the IEEE Conference on Decision and Control , pp. 3479-3485
    • Barooah, P.1    Hespanha, J.P.2
  • 18
    • 62949108506 scopus 로고    scopus 로고
    • Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback
    • Cancun, Mexico, Dec.
    • B. Bamieh, M. Jovanovic, P. Mitra, and S. Patterson, "Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback," in Proc. 47th IEEE Conf. Decision Contr., Cancun, Mexico, Dec. 2008, pp. 369-374.
    • (2008) Proc. 47th IEEE Conf. Decision Contr. , pp. 369-374
    • Bamieh, B.1    Jovanovic, M.2    Mitra, P.3    Patterson, S.4
  • 19
    • 58649106429 scopus 로고    scopus 로고
    • Distributed consensus algorithms in sensor networks with imperfect communication: Link failures and channel noise
    • Jan.
    • S. Kar and J. M. F. Moura, "Distributed consensus algorithms in sensor networks with imperfect communication: Link failures and channel noise," IEEE Trans. Signal Process., vol. 57, no. 1, pp. 355-369, Jan. 2009.
    • (2009) IEEE Trans. Signal Process , vol.57 , Issue.1 , pp. 355-369
    • Kar, S.1    Moura, J.M.F.2
  • 20
    • 34249005184 scopus 로고    scopus 로고
    • Quantized consensus
    • DOI 10.1016/j.automatica.2007.01.002, PII S0005109807001045
    • A. Kashyap, T. Basar, and R. Srikant, "Quantized consensus," Automatica, vol. 43, pp. 1192-1203, July 2007. (Pubitemid 46802442)
    • (2007) Automatica , vol.43 , Issue.7 , pp. 1192-1203
    • Kashyap, A.1    Basar, T.2    Srikant, R.3
  • 21
    • 35348858886 scopus 로고    scopus 로고
    • Differential nested lattice encoding for consensus problems
    • Cambridge, MA, Apr.
    • M. E. Yildiz and A. Scaglione, "Differential nested lattice encoding for consensus problems," in Proc. ACM/IEEE Inf. Process. Sens. Netw., Cambridge, MA, Apr. 2007.
    • (2007) Proc. ACM/IEEE Inf. Process. Sens. Netw.
    • Yildiz, M.E.1    Scaglione, A.2
  • 23
  • 25
    • 34250899886 scopus 로고    scopus 로고
    • Distributed average consensus with least-mean-square deviation
    • DOI 10.1016/j.jpdc.2006.08.010, PII S0743731506001808
    • 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. (Pubitemid 44828440)
    • (2007) Journal of Parallel and Distributed Computing , vol.67 , Issue.1 , pp. 33-46
    • Xiao, L.1    Boyd, S.2    Kim, S.-J.3
  • 26
    • 84940649556 scopus 로고    scopus 로고
    • Rates of convergence of distributed average consensus using probabilistic quantization
    • Allerton, IL, Sep. 26-28
    • T. C. Aysal, M. J. Coates, and M. G. Rabbat, "Rates of convergence of distributed average consensus using probabilistic quantization," in Proc. 45th Allerton Conf. Commun., Contr., Comput., Allerton, IL, Sep. 26-28, 2007.
    • (2007) Proc. 45th Allerton Conf. Commun., Contr., Comput.
    • Aysal, T.C.1    Coates, M.J.2    Rabbat, M.G.3
  • 27
    • 53149154509 scopus 로고    scopus 로고
    • Distributed average consensus with dithered quantization
    • Oct.
    • T. C. Aysal, M. J. Coates, and M. G. Rabbat, "Distributed average consensus with dithered quantization," IEEE Trans. Signal Process., vol. 56, no. 10, pp. 4905-4918, Oct. 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.10 , pp. 4905-4918
    • Aysal, T.C.1    Coates, M.J.2    Rabbat, M.G.3
  • 28
    • 80051920689 scopus 로고    scopus 로고
    • Efficient quantized techniques for consensus algorithms
    • Nancy
    • R. Carli, F. Fagnani, P. Frasca, and S. Zampieri, "Efficient quantized techniques for consensus algorithms," in NeCST07, Nancy, 2007.
    • (2007) NeCST07
    • Carli, R.1    Fagnani, F.2    Frasca, P.3    Zampieri, S.4
  • 29
    • 0000999888 scopus 로고    scopus 로고
    • Collective motion of self-propelled particles: Kinetic phase transition in one dimension
    • A. Czirok, A. L. Barabasi, and T. Vicsek, "Collective motion of self propelled particles: Kinetic phase transition in one dimension," Phys. Rev. Lett., vol. 82, pp. 209-212, 1999. (Pubitemid 129661987)
    • (1999) Physical Review Letters , vol.82 , Issue.1 , pp. 209-212
    • Czirok, A.1    Barabasi, A.-L.2    Vicsek, T.3
  • 31
    • 62949149056 scopus 로고    scopus 로고
    • Binary consensus with soft information processing in cooperative networks
    • Dec. 9-11
    • Y. Ruan and Y. Mostofi, "Binary consensus with soft information processing in cooperative networks," in Proc. 47th IEEE Conf. Decision Contr. (CDC 2008), Dec. 9-11, 2008, pp. 3613-3619.
    • (2008) Proc. 47th IEEE Conf. Decision Contr. (CDC 2008) , pp. 3613-3619
    • Ruan, Y.1    Mostofi, Y.2
  • 32
    • 67449103480 scopus 로고    scopus 로고
    • Binary consensus over fading channels: A best affine estimation approach
    • M. Malmirchegini, Y. Ruan, and Y. Mostofi, "Binary consensus over fading channels: A best affine estimation approach," in Proc. IEEE Globecom, 2008.
    • (2008) Proc. IEEE Globecom
    • Malmirchegini, M.1    Ruan, Y.2    Mostofi, Y.3
  • 36
    • 0001216057 scopus 로고
    • The Laplacian spectrum of graphs
    • Y. Alavi, G. Chartrand, O. R. Oellermann, and A. J. Schwenk, Eds. New York: Wiley
    • B. Mohar, "The Laplacian spectrum of graphs," in Graph Theory, Combinatorics, and Applications, Y. Alavi, G. Chartrand, O. R. Oellermann, and A. J. Schwenk, Eds. New York: Wiley, 1991, vol. 2, pp. 871-898.
    • (1991) Graph Theory, Combinatorics, and Applications , vol.2 , pp. 871-898
    • Mohar, B.1
  • 40
    • 78650273796 scopus 로고
    • Dither signals and their effect on quantization noise
    • Dec.
    • L. Schuchman, "Dither signals and their effect on quantization noise," IEEE Trans. Commun. Technol., vol. COMM-12, pp. 162-165, Dec. 1964.
    • (1964) IEEE Trans. Commun. Technol. , vol.COMM-12 , pp. 162-165
    • Schuchman, L.1
  • 41
    • 0017542211 scopus 로고
    • A necessary and sufficient condition for quantization errors to be uniform and white
    • Oct.
    • A. B. Sripad and D. L. Snyder, "A necessary and sufficient condition for quantization errors to be uniform and white," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-25, pp. 442-448, Oct. 1977.
    • (1977) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-25 , pp. 442-448
    • Sripad, A.B.1    Snyder, D.L.2
  • 45
    • 0022131183 scopus 로고
    • Stochastic approximations via large deviations: Asymptotic properties
    • P. Dupuis and H. J. Kushner, "Stochastic approximations via large deviations: Asymptotic properties," SIAM J. Contr. Optim., vol. 23, no. 5, pp. 675-696, Set. 1985. (Pubitemid 15547881)
    • (1985) SIAM Journal on Control and Optimization , vol.23 , Issue.5 , pp. 675-696
    • Dupuis Paul1    Kushner Harold, J.2
  • 48
    • 51449092180 scopus 로고    scopus 로고
    • Limiting rate behavior and rate allocation strategies for average consensus problems with bounded convergence
    • Las Vegas, NV, Mar. 31-Apr. 4
    • M. E. Yildiz and A. Scaglione, "Limiting rate behavior and rate allocation strategies for average consensus problems with bounded convergence," in Proc. 33rd Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Las Vegas, NV, Mar. 31-Apr. 4 2008.
    • (2008) Proc. 33rd Int. Conf. Acoust., Speech, Signal Process. (ICASSP)
    • Yildiz, M.E.1    Scaglione, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.