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Volumn 59, Issue 11, 2011, Pages 5523-5537

Fast consensus by the alternating direction multipliers method

Author keywords

Alternating direction multipliers method (ADMM); consensus; convergence speed; distributed implementation; noise resilience; optimization methods; sensor networks

Indexed keywords

CONSENSUS; CONVERGENCE SPEED; DISTRIBUTED IMPLEMENTATION; MULTIPLIERS METHOD; NOISE RESILIENCE; OPTIMIZATION METHODS;

EID: 80054084636     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2011.2162831     Document Type: Article
Times cited : (140)

References (35)
  • 1
    • 64149119332 scopus 로고    scopus 로고
    • Consensus and cooperation in networked multi-agent systems
    • Jan.
    • R. Olfati-Saber, J. Fax, and R. Murray, "Consensus and cooperation in networked multi-agent systems," Proc. IEEE, vol. 95, no. 1, pp. 215-233, Jan. 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.1 , pp. 215-233
    • Olfati-Saber, R.1    Fax, J.2    Murray, R.3
  • 2
    • 41849127124 scopus 로고    scopus 로고
    • Distributed decision through self-synchronizing sensor networks in the presence of propagation delays and asymmetric channels
    • Apr.
    • G. Scutari, S. Barbarossa, and L. Pescosolido, "Distributed decision through self-synchronizing sensor networks in the presence of propagation delays and asymmetric channels," IEEE Trans. Signal Process., vol. 56, no. 4, pp. 1667-1684, Apr. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.4 , pp. 1667-1684
    • Scutari, G.1    Barbarossa, S.2    Pescosolido, L.3
  • 3
  • 4
    • 4644244041 scopus 로고    scopus 로고
    • Consensus problems in networks of agents with switching topology and time-delays
    • Sep.
    • R. Olfati-Saber and R. 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.2
  • 5
    • 12944293796 scopus 로고    scopus 로고
    • Stability of multiagent systems with time-dependent communication links
    • Feb.
    • L.Moreau, "Stability of multiagent systems with time-dependent communication links," IEEE Trans. Autom. Control, vol. 50, no. 2, pp. 169-182, Feb. 2005.
    • (2005) IEEE Trans. Autom. Control , vol.50 , Issue.2 , pp. 169-182
    • Moreau, L.1
  • 6
    • 34250801538 scopus 로고    scopus 로고
    • Distributed time synchronization in wireless sensor networks with coupled discrete-time oscillators
    • O. Simeone and U. Spagnolini, "Distributed time synchronization in wireless sensor networks with coupled discrete-time oscillators," EURASIP J. Wireless Commun. Netw., 2007.
    • (2007) EURASIP J. Wireless Commun. Netw.
    • Simeone, O.1    Spagnolini, U.2
  • 7
    • 53349140683 scopus 로고    scopus 로고
    • A distributed consensus protocol for clock synchronization in wireless sensor network
    • Dec.
    • L. Schenato and G. Gamba, "A distributed consensus protocol for clock synchronization in wireless sensor network," in Proc. 46th IEEE Conf. Decision Control (CDC 2007 ), Dec. 2007.
    • (2007) Proc. 46th IEEE Conf. Decision Control (CDC 2007 )
    • Schenato, L.1    Gamba, G.2
  • 11
    • 33750404187 scopus 로고    scopus 로고
    • Distributed Kalman filtering and sensor fusion in sensor networks
    • Oct.
    • R. Olfati-Saber, "Distributed Kalman filtering and sensor fusion in sensor networks," in Workshop on Netw. Embedded Sens. Control, Oct. 2005.
    • (2005) Workshop on Netw. Embedded Sens. Control
    • Olfati-Saber, R.1
  • 13
    • 0038548185 scopus 로고    scopus 로고
    • Coordination of groups of mobile autonomous agents using nearest neighbor rules
    • A. Jadbabaie, J. Lin, and A. S. Morse, "Coordination of groups of mobile autonomous agents using nearest neighbor rules," IEEE Trans. Autom. Control, vol. 48, no. 6, pp. 988-1001, 2003.
    • (2003) IEEE Trans. Autom. Control , vol.48 , Issue.6 , pp. 988-1001
    • Jadbabaie, A.1    Lin, J.2    Morse, A.S.3
  • 14
    • 3142770678 scopus 로고    scopus 로고
    • Fast linear iterations for distributed averaging
    • Sep.
    • L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Syst. Contr. Lett., vol. 53, no. 1, pp. 65-78, Sep. 2004.
    • (2004) Syst. Contr. Lett. , vol.53 , Issue.1 , pp. 65-78
    • Xiao, L.1    Boyd, S.2
  • 15
    • 11344275321 scopus 로고    scopus 로고
    • Fastest mixing Markov chain on a graph
    • S. Boyd, P. Diaconis, and L. Xiao, "Fastest mixing Markov chain on a graph," SIAM Rev., vol. 46, no. 4, pp. 667-689, 2004.
    • (2004) SIAM Rev. , vol.46 , Issue.4 , pp. 667-689
    • Boyd, S.1    Diaconis, P.2    Xiao, L.3
  • 17
    • 77953779700 scopus 로고    scopus 로고
    • Weight optimization for consensus algorithms with correlated switching topology
    • Jul.
    • D. Jakovetic, J. Xavier, and J. Moura, "Weight optimization for consensus algorithms with correlated switching topology," IEEE Trans. Signal Process., vol. 58, no. 7, pp. 3788-3801, Jul. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.7 , pp. 3788-3801
    • Jakovetic, D.1    Xavier, J.2    Moura, J.3
  • 20
    • 37749015518 scopus 로고    scopus 로고
    • Consensus in ad hoc WSNs with noisy links-Part I: Distributed estimation of deterministic signals
    • Jan.
    • 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.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.1 , pp. 350-364
    • Schizas, I.D.1    Ribeiro, A.2    Giannakis, G.B.3
  • 21
    • 41849143803 scopus 로고    scopus 로고
    • Consensus in ad hoc WSNs with noisy links-Part II: Distributed estimation and smoothing of random signals
    • Apr.
    • I. D. Schizas, G. B. Giannakis, S. I. Roumeliotis, and A. Ribeiro, "Consensus in ad hoc WSNs with noisy links-Part II: Distributed estimation and smoothing of random signals," IEEE Trans. Signal Process., vol. 56, no. 4, pp. 1650-1666, Apr. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.4 , pp. 1650-1666
    • Schizas, I.D.1    Giannakis, G.B.2    Roumeliotis, S.I.3    Ribeiro, A.4
  • 22
    • 70349648102 scopus 로고    scopus 로고
    • Distributed in-network channel decoding
    • Oct.
    • H. Zhu, G. B. Giannakis, and A. Cano, "Distributed in-network channel decoding," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3970-3983, Oct. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.10 , pp. 3970-3983
    • Zhu, H.1    Giannakis, G.B.2    Cano, A.3
  • 23
    • 78951489352 scopus 로고    scopus 로고
    • Cooperative spectrum sensing for cognitive radios using Kriged Kalman filtering
    • Feb.
    • S.-J. Kim, E. Dall'Anese, and G. B. Giannakis, "Cooperative spectrum sensing for cognitive radios using Kriged Kalman filtering," IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 24-36, Feb. 2011.
    • (2011) IEEE J. Sel. Topics Signal Process. , vol.5 , Issue.1 , pp. 24-36
    • Kim, S.-J.1    Dall'Anese, E.2    Giannakis, G.B.3
  • 24
    • 58649101118 scopus 로고    scopus 로고
    • Polynomial filtering for fast convergence in distributed consensus
    • Jan.
    • 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.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.1 , pp. 342-354
    • Kokiopoulou, E.1    Frossard, P.2
  • 26
    • 63449115846 scopus 로고    scopus 로고
    • Accelerated distributed average consensus via localized node state prediction
    • Apr.
    • T. Aysal, B. Oreshkin, andM. Coates, "Accelerated distributed average consensus via localized node state prediction," IEEE Trans. Signal Process., vol. 57, no. 4, pp. 1563-1576, Apr. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.4 , pp. 1563-1576
    • Aysal, T.1    Oreshkin, B.2    Coates, M.3
  • 27
    • 77951150356 scopus 로고    scopus 로고
    • Optimization and analysis of distributed averaging with short node memory
    • May
    • B. Oreshkin, M. Coates, and M. Rabbat, "Optimization and analysis of distributed averaging with short node memory," IEEE Trans. Signal Process., vol. 58, no. 5, pp. 2850-2865, May 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.5 , pp. 2850-2865
    • Oreshkin, B.1    Coates, M.2    Rabbat, M.3
  • 30
    • 0000926886 scopus 로고
    • Convergence rates for Markov chains
    • J. S. Rosenthal, "Convergence rates for Markov chains," SIAM Rev., vol. 37, no. 3, pp. 387-405, 1995.
    • (1995) SIAM Rev. , vol.37 , Issue.3 , pp. 387-405
    • Rosenthal, J.S.1
  • 31
    • 58649106429 scopus 로고    scopus 로고
    • Distributed consensus algorithms in sensor networkswith imperfect communication: Link failures and channel noise
    • Jan.
    • S. Kar and J. Moura, "Distributed consensus algorithms in sensor networkswith 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.2
  • 32
    • 0034291065 scopus 로고    scopus 로고
    • Protocols for selforganization of a wireless sensor network
    • Oct.
    • K. Sohrabi, J. Gao, V. Ailawadhi, and G. Pottie, "Protocols for selforganization of a wireless sensor network," IEEE Pers. Commun., vol. 7, no. 5, pp. 16-27, Oct. 2000.
    • (2000) IEEE Pers. Commun. , vol.7 , Issue.5 , pp. 16-27
    • Sohrabi, K.1    Gao, J.2    Ailawadhi, V.3    Pottie, G.4
  • 33
    • 74949138263 scopus 로고    scopus 로고
    • Fast distributed average consensus algorithms based on advection-diffusion processes
    • Feb.
    • S. Sardellitti, M. Giona, and S. Barbarossa, "Fast distributed average consensus algorithms based on advection-diffusion processes," IEEE Trans. Signal Process., vol. 58, no. 2, pp. 826-842, Feb. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.2 , pp. 826-842
    • Sardellitti, S.1    Giona, M.2    Barbarossa, S.3
  • 34
    • 34250899886 scopus 로고    scopus 로고
    • Distributed average consensus with least-mean-square deviation
    • L. Xiao, S. Boyd, and S.-J. Kim, "Distributed average consensus with least-mean-square deviation," J. Parallel Distrib. Comput., vol. 67, no. 1, pp. 33-46, 2007.
    • (2007) J. Parallel Distrib. Comput. , vol.67 , Issue.1 , pp. 33-46
    • Xiao, L.1    Boyd, S.2    Kim, S.-J.3
  • 35
    • 0004151494 scopus 로고
    • Cambridge, U.K.: Cambridge Univ. Press
    • R. Horn and C. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
    • (1985) Matrix Analysis
    • Horn, R.1    Johnson, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.