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Volumn 61, Issue 16, 2013, Pages 4011-4024

Diffusion information theoretic learning for distributed estimation over network

Author keywords

diffusion LMS; Distributed estimation; EBM; information theoretic learning; MEE

Indexed keywords

DIFFUSION LMS; DISTRIBUTED ESTIMATION; EBM; INFORMATION THEORETIC LEARNING; MEE;

EID: 84880872307     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2013.2265221     Document Type: Article
Times cited : (101)

References (33)
  • 1
    • 77958154089 scopus 로고    scopus 로고
    • Gossip algorithms for distributed signal processing
    • A. G. Dimakis, S. Kar, J.M. F.Moura,M. G.Rabbat, andA. Scaglione, "Gossip algorithms for distributed signal processing," Proc. IEEE, vol. 98, no. 11, pp. 1847-1864, 2011.
    • (2011) Proc. IEEE , vol.98 , Issue.11 , pp. 1847-1864
    • Dimakis, A.G.1    Kar, S.2    Moura, J.M.F.3    Rabbat, M.G.4    Scaglione, A.5
  • 2
    • 66849141877 scopus 로고    scopus 로고
    • Distributed LMS for consensus-based in-network adaptive processing
    • Jun.
    • I. D. Schizas, G. Mateos, and G. B. Giannakis, "Distributed LMS for consensus-based in-network adaptive processing," IEEE Trans. Signal Process., vol. 57, no. 6, pp. 2365-2382, Jun. 2009.
    • (2009) IEEE Trans. Signal Process , vol.57 , Issue.6 , pp. 2365-2382
    • Schizas, I.D.1    Mateos, G.2    Giannakis, G.B.3
  • 3
    • 79952634926 scopus 로고    scopus 로고
    • Analysis of spatial and incermental LMS processing for distribued estimation
    • F. S. Cattivelli and A. H. Sayed, "Analysis of spatial and incermental LMS processing for distribued estimation," IEEE Trans. Signal Process., vol. 59, no. 4, pp. 1465-1480, 2011.
    • (2011) IEEE Trans. Signal Process , vol.59 , Issue.4 , pp. 1465-1480
    • Cattivelli, F.S.1    Sayed, A.H.2
  • 5
    • 84862804243 scopus 로고    scopus 로고
    • Distributed estimation over complex networks
    • Y. Liu, C. Li, W. K. S. Tang, and Z. Zhang, "Distributed estimation over complex networks," Inf. Sci., vol. 197, no. 8, pp. 91-104, 2012.
    • (2012) Inf. Sci. , vol.197 , Issue.8 , pp. 91-104
    • Liu, Y.1    Li, C.2    Tang, W.K.S.3    Zhang, Z.4
  • 6
    • 34547870144 scopus 로고    scopus 로고
    • Incremental adaptive strategies over distributed networks
    • DOI 10.1109/TSP.2007.896034
    • C. G. Lopes and A. H. Sayed, "Incremental adaptive strategies over distributed networks," IEEE Trans. Signal Process., vol. 55, no. 8, pp. 4064-4077, Aug. 2007. (Pubitemid 47261528)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.8 , pp. 4064-4077
    • Lopes, C.G.1    Sayed, A.H.2
  • 7
    • 77955401339 scopus 로고    scopus 로고
    • Diffusion LMS strategies for distributed estimation
    • Mar.
    • F. S. Cattivelli, C. G. Lopes, and A. H. Sayed, "Diffusion LMS strategies for distributed estimation," IEEE Trans. Signal Process., vol. 58, no. 3, pp. 1035-1048, Mar. 2010.
    • (2010) IEEE Trans. Signal Process , vol.58 , Issue.3 , pp. 1035-1048
    • Cattivelli, F.S.1    Lopes, C.G.2    Sayed, A.H.3
  • 8
    • 84863742388 scopus 로고    scopus 로고
    • Bio-inspired swarming for dynamic radio access based on diffusion adaptation
    • (EUSIPCO), Barcelona, Spain, Aug.
    • P. Di Lorenzo, S. Barbarossa, and A. H. Sayed, "Bio-inspired swarming for dynamic radio access based on diffusion adaptation," in Proc. Eur. Signal Process. Conf. (EUSIPCO), Barcelona, Spain, Aug. 2011, pp. 402-406.
    • (2011) Proc. Eur. Signal Process. Conf. , pp. 402-406
    • Di Lorenzo, P.1    Barbarossa, S.2    Sayed, A.H.3
  • 9
    • 77957994676 scopus 로고    scopus 로고
    • Building-environment control with wireless sensor and actuator networks: Centralized versus distributed
    • X. Cao, J. Chen, Y. Xiao, and Y. Sun, "Building-environment control with wireless sensor and actuator networks: Centralized versus distributed," IEEE Trans. Ind. Electron., vol. 57, no. 11, pp. 3596-3605, 2010.
    • (2010) IEEE Trans. Ind. Electron , vol.57 , Issue.11 , pp. 3596-3605
    • Cao, X.1    Chen, J.2    Xiao, Y.3    Sun, Y.4
  • 10
    • 78349233534 scopus 로고    scopus 로고
    • Distributed collaborative control for industrial automation with wireless sensor and actuator networks
    • J. Chen,X. Cao, P. Cheng,Y. Xiao, and Y. Sun, "Distributed collaborative control for industrial automation with wireless sensor and actuator networks," IEEE Trans. Ind. Electron., vol. 57, no. 12, pp. 4219-4230, 2010.
    • (2010) IEEE Trans. Ind. Electron , vol.57 , Issue.12 , pp. 4219-4230
    • Chenx. Cao, J.1    Chengy. Xiao, P.2    Sun, Y.3
  • 12
    • 46649115239 scopus 로고    scopus 로고
    • Diffusion recursive least-squares for distributed estimation over adaptive networks
    • May
    • F. S. Cattivelli, C. G. Lopes, and A. H. Sayed, "Diffusion recursive least-squares for distributed estimation over adaptive networks," IEEE Trans. Signal Process., vol. 56, no. 5, pp. 1865-1877, May 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.5 , pp. 1865-1877
    • Cattivelli, F.S.1    Lopes, C.G.2    Sayed, A.H.3
  • 13
    • 34547504755 scopus 로고    scopus 로고
    • Diffusion least-mean squares over adaptive networks
    • (ICASSP), Honolulu, HI Apr.
    • C.G. Lopes and A. H. Sayed, "Diffusion least-mean squares over adaptive networks," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Honolulu, HI, Apr. 2007, vol. 3, pp. 917-920.
    • (2007) Proc. Int. Conf. Acoust., Speech, Signal Process. , vol.3 , pp. 917-920
    • Lopes, C.G.1    Sayed, A.H.2
  • 14
    • 46649108330 scopus 로고    scopus 로고
    • Diffusion least-mean squares over adaptive networks: Formulation and performance analysis
    • Jul.
    • C.G. Lopes and A. H. Sayed, "Diffusion least-mean squares over adaptive networks: Formulation and performance analysis," IEEE Trans. Signal Process., vol. 56, no. 7, pp. 3122-3136, Jul. 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.7 , pp. 3122-3136
    • Lopes, C.G.1    Sayed, A.H.2
  • 15
    • 84863965241 scopus 로고    scopus 로고
    • Diffusion sparse least-mean squares over networks
    • Y. Liu, C. Li, and Z. Zhang, "Diffusion sparse least-mean squares over networks," IEEE Trans. Signal Process., vol. 60, no. 8, pp. 4480-4485, 2012.
    • (2012) IEEE Trans. Signal Process , vol.60 , Issue.8 , pp. 4480-4485
    • Liu, Y.1    Li, C.2    Zhang, Z.3
  • 17
    • 23844542739 scopus 로고    scopus 로고
    • Nonlinear system identification in impulsive environments
    • DOI 10.1109/TSP.2005.849213
    • B. Weng and K. E. Barner, "Nonlinear system identification in impulsive environments," IEEE Trans. Signal Process., vol. 53, pp. 2588-2594, 2005. (Pubitemid 41166939)
    • (2005) IEEE Transactions on Signal Processing , vol.53 , Issue.7 , pp. 2588-2594
    • Weng, B.1    Barner, K.E.2
  • 20
    • 0036737108 scopus 로고    scopus 로고
    • Generalized information potential criterion for adaptive system training
    • D. Erdogmus and J. C. Principe, "Generalized information potential criterion for adaptive system training," IEEE Trans. Neural Netw., vol. 13, no. 5, pp. 1035-1044, 2002.
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.5 , pp. 1035-1044
    • Erdogmus, D.1    Principe, J.C.2
  • 21
    • 85143571656 scopus 로고    scopus 로고
    • Flexible adaptive filtering by minimization of error entropy bound and its application to system identification
    • ICASSP, Dallas, TX, USA
    • X.-L. Li and T. Adali, "Flexible adaptive filtering by minimization of error entropy bound and its application to system identification," presented at the Proc. ICASSP, Dallas, TX, USA, 2010.
    • (2010) Presented at the Proc.
    • Li, X.-L.1    Adali, T.2
  • 22
    • 84863338779 scopus 로고    scopus 로고
    • A class of adaptive algorithms based on entropy estimation achieving CRLB for linear non-Gaussian filtering
    • H.-L. Li, X.-L. Li, M. Anderson, and T. Adali, "A class of adaptive algorithms based on entropy estimation achieving CRLB for linear non-Gaussian filtering," IEEE Trans. Signal Process., vol. 60, no. 4, pp. 2049-2055, 2012.
    • (2012) IEEE Trans. Signal Process , vol.60 , Issue.4 , pp. 2049-2055
    • Li, H.-L.1    Li, X.-L.2    Anderson, M.3    Adali, T.4
  • 23
    • 0012092745 scopus 로고    scopus 로고
    • Comparison of entropy and meansquare error criteria in adaptive system training using higher order statistics
    • (ICA), Helsinki, Finland
    • D. Erdogmus and J. C. Principe, "Comparison of entropy and meansquare error criteria in adaptive system training using higher order statistics," presented at the Independ. Compon. Anal. (ICA), Helsinki, Finland, 2000.
    • (2000) Presented at the Independ. Compon. Anal.
    • Erdogmus, D.1    Principe, J.C.2
  • 24
    • 77950930091 scopus 로고    scopus 로고
    • A novel entropy estimator and its application to ICA
    • Grenoble, France, Sep.
    • X.-L. Li and T. Adali, "A novel entropy estimator and its application to ICA," in Proc. IEEE Workshop Mach. Learn. Signal Process., Grenoble, France, Sep. 2009, pp. 1-6.
    • (2009) Proc. IEEE Workshop Mach. Learn. Signal Process. , pp. 1-6
    • Li, X.-L.1    Adali, T.2
  • 25
    • 3142770678 scopus 로고    scopus 로고
    • Fast linear iterations for distributed averaging
    • Sep.
    • L. Xiao and S. Boyd, "Fast linear iterations for distributed averaging," Syst. Control Lett., vol. 53, no. 1, pp. 65-78, Sep. 2004.
    • (2004) Syst. Control Lett. , vol.53 , Issue.1 , pp. 65-78
    • Xiao, L.1    Boyd, S.2
  • 26
    • 3042822063 scopus 로고    scopus 로고
    • Locally constructed algorithms for distributed computations in ad hoc networks
    • (IPSN) Apr.
    • D. S. Scherber and H. C. Papadopoulos, "Locally constructed algorithms for distributed computations in ad hoc networks," in Proc. Inf. Process. Sens. Netw. (IPSN), Apr. 2004, pp. 11-19.
    • (2004) Proc. Inf. Process. Sens. Netw. , pp. 11-19
    • Scherber, D.S.1    Papadopoulos, H.C.2
  • 28
    • 77955646968 scopus 로고    scopus 로고
    • Diffusion least-mean squares with adaptive combiners: Formulation and performance analysis
    • Sep.
    • N. Takahashi, I. Yamada, and A. H. Sayed, "Diffusion least-mean squares with adaptive combiners: Formulation and performance analysis," IEEE Trans. Signal Process., vol. 58, no. 9, pp. 4795-4810, Sep. 2010.
    • (2010) IEEE Trans. Signal Process , vol.58 , Issue.9 , pp. 4795-4810
    • Takahashi, N.1    Yamada, I.2    Sayed, A.H.3
  • 29
    • 0036947450 scopus 로고    scopus 로고
    • Blind source separation using Renyi's α-marginal entropies
    • DOI 10.1016/S0925-2312(02)00526-X, PII S092523120200526X
    • D. Erdogmus, K. E. Hild, II, and J. C. Principe, "Blind source separation using Renyi's marginal entropies," Neurocomput., vol. 49, no. 1, pp. 25-38, 2002. (Pubitemid 36097408)
    • (2002) Neurocomputing , vol.49 , pp. 25-38
    • Erdogmus, D.1    Hild II, K.E.2    Principe, J.C.3
  • 30
  • 31
    • 0003580192 scopus 로고
    • On estimation of a probability density function and mode
    • San Francisco, CA, USA Holden-Day
    • E. Parzen, "On estimation of a probability density function and mode," in Time Series Analysis Papers, San Francisco, CA, USA, 1967, Holden-Day.
    • (1967) Time Series Analysis Papers
    • Parzen, E.1
  • 32
    • 77956779003 scopus 로고    scopus 로고
    • Independent component analysis by entropy bound minimization
    • X.-L. Li and T. Adali, "Independent component analysis by entropy bound minimization," IEEE Trans. Signal Process., vol. 58, pp. 5151-5164, 2010.
    • (2010) IEEE Trans. Signal Process , vol.58 , pp. 5151-5164
    • Li, X.-L.1    Adali, T.2
  • 33
    • 70349219182 scopus 로고    scopus 로고
    • Distributed adaptive learning mechanisms
    • S. Haykin and K. J. R. Liu, Eds. New York, NY, USA: Wiley
    • A. H. Sayed and F. Cattivelli, "Distributed adaptive learning mechanisms," in Handbook on Array Processing and Sensor Networks, S. Haykin and K. J. R. Liu, Eds. New York, NY, USA: Wiley, 2009.
    • (2009) Handbook on Array Processing and Sensor Networks
    • Sayed, A.H.1    Cattivelli, F.2


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