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Volumn 37, Issue 12, 1989, Pages 1909-1922

The Limiting Behavior of LMS

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL TECHNIQUES--LEAST SQUARES APPROXIMATIONS; PROBABILITY--RANDOM PROCESSES; SIGNAL FILTERING AND PREDICTION;

EID: 0024889154     PISSN: 00963518     EISSN: None     Source Type: Journal    
DOI: 10.1109/29.45537     Document Type: Note
Times cited : (38)

References (15)
  • 2
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    • A measure of the tracking capability of recursive stochastic algorithms with constant gains
    • A. Benveniste and G. Ruget, “A measure of the tracking capability of recursive stochastic algorithms with constant gains,” IEEE Trans. Automat. Contr., vol. AC-27, pp. 639-649, 1982.
    • (1982) IEEE Trans. Automat. Contr. , vol.AC-27 , pp. 639-649
    • Benveniste, A.1    Ruget, G.2
  • 3
    • 84987423420 scopus 로고
    • Design of adaptive algorithms for the tracking of time-varying systems
    • A. Benveniste, “Design of adaptive algorithms for the tracking of time-varying systems,” Int. J. Adaptive Contr. Signal Processing, pp. 3-29, 1987.
    • (1987) Int. J. Adaptive Contr. Signal Processing , pp. 3-29
    • Benveniste, A.1
  • 4
    • 0019049427 scopus 로고
    • Lyapunov techniques for the exponential stability of linear difference equations with random coefficients
    • R. R. Bitmead and B. D. O. Anderson, “Lyapunov techniques for the exponential stability of linear difference equations with random coefficients,” IEEE Trans. Automat. Contr., vol. AC-25, pp. 782-787, 1980.
    • (1980) IEEE Trans. Automat. Contr. , vol.AC-25 , pp. 782-787
    • Bitmead, R.R.1    Anderson, B.D.O.2
  • 5
    • 0019047343 scopus 로고
    • Performance of adaptive estimation algorithms in dependentrandom environments
    • “Performance of adaptive estimation algorithms in dependentrandom environments,” IEEE Trans. Automat. Contr., vol. AC-25, pp. 788-794, 1980.
    • (1980) IEEE Trans. Automat. Contr. , vol.AC-25 , pp. 788-794
  • 6
    • 0020543225 scopus 로고
    • Convergence in distribution of LMS-type adaptive parameter estimates
    • R. R. Bitmead, “Convergence in distribution of LMS-type adaptive parameter estimates,” IEEE Trans. Automat. Contr., vol. AC-28, pp. 54-60, 1983.
    • (1983) IEEE Trans. Automat. Contr. , vol.AC-28 , pp. 54-60
    • Bitmead, R.R.1
  • 7
    • 0019707751 scopus 로고
    • Convergence properties of LMS adaptive estimates with unbounded dependent inputs
    • San Diego, CA
    • “Convergence properties of LMS adaptive estimates with unbounded dependent inputs,” in Proc. 20th IEEE Conf. Decision Contr., San Diego, CA, pp. 607-612, 1981.
    • (1981) Proc. 20th IEEE Conf. Decision Contr. , pp. 607-612
  • 8
    • 0022011659 scopus 로고
    • Convergence analysis of LMS filters with uncorrelated Gaussian data
    • A. Feuer and E. Weinstein, “Convergence analysis of LMS filters with uncorrelated Gaussian data,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, pp. 222-230, 1985.
    • (1985) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-33 , pp. 222-230
    • Feuer, A.1    Weinstein, E.2
  • 10
    • 0022682870 scopus 로고
    • Optimization of adaptive identification for time varying filters
    • O. Macchi, “Optimization of adaptive identification for time varying filters,” IEEE Trans. Automat. Contr., vol. AC-31, pp. 283-287, 1986.
    • (1986) IEEE Trans. Automat. Contr. , vol.AC-31 , pp. 283-287
    • Macchi, O.1
  • 11
    • 0020549926 scopus 로고
    • Second-order convergence analysis of stochastic adaptive linear filtering
    • O. Macchi and E. Eweda, “Second-order convergence analysis of stochastic adaptive linear filtering,” IEEE Trans. Automat. Contr., vol. AC-28, pp. 76-85, 1983.
    • (1983) IEEE Trans. Automat. Contr. , vol.AC-28 , pp. 76-85
    • Macchi, O.1    Eweda, E.2
  • 12
    • 0022722986 scopus 로고
    • On almost sure convergence of adaptive algorithms
    • K. H. Shi and F. Kozin, “On almost sure convergence of adaptive algorithms,” IEEE Trans. Automat. Contr., vol. AC-31, pp. 471-474, 1986.
    • (1986) IEEE Trans. Automat. Contr. , vol.AC-31 , pp. 471-474
    • Shi, K.H.1    Kozin, F.2
  • 13
    • 33751178608 scopus 로고
    • The second order properties of a time series recursion
    • V. Solo, “The second order properties of a time series recursion,” Ann. Statist., vol. 9, pp. 307-317, 1981.
    • (1981) Ann. Statist. , vol.9 , pp. 307-317
    • Solo, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.