메뉴 건너뛰기




Volumn 37, Issue 11, 1990, Pages 1367-1374

Analysis and Design of a Signed Regressor LMS Algorithm for Stationary and Nonstationary Adaptive Filtering with Correlated Gaussian Data

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL TECHNIQUES - LEAST SQUARES APPROXIMATIONS; STATISTICAL METHODS - REGRESSION ANALYSIS;

EID: 0025521236     PISSN: 00984094     EISSN: None     Source Type: Journal    
DOI: 10.1109/31.62411     Document Type: Article
Times cited : (95)

References (19)
  • 1
    • 0020166612 scopus 로고
    • Adaptive filter performance with nonlinearities in the correlation multiplier
    • Aug.
    • D. L. Duttweiler, “Adaptive filter performance with nonlinearities in the correlation multiplier,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 578–586, Aug. 1982.
    • (1982) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-30 , pp. 578-586
    • Duttweiler, D.L.1
  • 2
    • 85013316064 scopus 로고
    • Performance evaluation of three adaptive equalization algorithms
    • May
    • H. Sari, “Performance evaluation of three adaptive equalization algorithms,” in Proc. Int. Conf. Acoustics, Speech, and Signal Processing, pp. 1385–1389, May 1983.
    • (1983) Proc. Int. Conf. Acoustics, Speech, and Signal Processing , pp. 1385-1389
    • Sari, H.1
  • 3
    • 0022670884 scopus 로고
    • On the optimum data nonlinearity in LMS adaptation
    • Feb.
    • N. J. Bershad, “On the optimum data nonlinearity in LMS adaptation,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 69–76, Feb. 1986.
    • (1986) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-34 , pp. 69-76
    • Bershad, N.J.1
  • 4
    • 0022883668 scopus 로고
    • Dual sign algorithm for adaptive filtering
    • Dec.
    • C. P. Kwong, “Dual sign algorithm for adaptive filtering,” IEEE Trans. Commun., vol. COM-34, pp. 1272–1275. Dec. 1986.
    • (1986) IEEE Trans. Commun. , vol.COM-34 , pp. 1272-1275
    • Kwong, C.P.1
  • 5
    • 84945713173 scopus 로고
    • Comparison of the convergence of two algorithms for adaptive FIR digital filters
    • June
    • T. A. C. M. Claasen and W. F. G. Mecklenbrauker, “Comparison of the convergence of two algorithms for adaptive FIR digital filters.” IEEE Trans. Acoust. Speech, Signal Processing, vol. ASSP-29, pp. 670–678, June 1981.
    • (1981) IEEE Trans. Acoust. Speech, Signal Processing , vol.ASSP-29 , pp. 670-678
    • Claasen, T.A.C.M.1    Mecklenbrauker, W.F.G.2
  • 6
    • 0021392034 scopus 로고
    • Adaptive filtering with binary reinforcement
    • Mar.
    • A. Gersho, “Adaptive filtering with binary reinforcement,” IEEE Trans. Inform. Theory, vol. IT-30, pp. 191–199, Mar. 1984.
    • (1984) IEEE Trans. Inform. Theory , vol.IT-30 , pp. 191-199
    • Gersho, A.1
  • 7
    • 0022215851 scopus 로고
    • Comments on ‘Comparison of convergence of two algorithms for adaptive FIR digital filters.’
    • Dec.
    • N. J. Bershad, “Comments on ‘Comparison of convergence of two algorithms for adaptive FIR digital filters.’” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, pp. 1604–1606, Dec. 1985.
    • (1985) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-33 , pp. 1604-1606
    • Bershad, N.J.1
  • 8
    • 0023013378 scopus 로고
    • Advances in adaptive filtering
    • E. Biglieri and G. Prati, Eds. Amsterdam, The Netherlands: North-Holland
    • O. Macchi, “Advances in adaptive filtering,” in Digital Communications, E. Biglieri and G. Prati, Eds. Amsterdam, The Netherlands: North-Holland, pp. 41–57, 1986.
    • (1986) Digital Communications , pp. 41-57
    • Macchi, O.1
  • 9
    • 0023327005 scopus 로고
    • Improved convergence analysis of stochastic gradient adaptive filters using the sign algorithm
    • Apr.
    • V. J. Mathews and S. H. Cho, “Improved convergence analysis of stochastic gradient adaptive filters using the sign algorithm,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, pp. 450–454, Apr. 1987.
    • (1987) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-35 , pp. 450-454
    • Mathews, V.J.1    Cho, S.H.2
  • 10
    • 0021392920 scopus 로고
    • Some considerations on the design of adaptive digital filters equipped with the sign algorithm
    • Mar.
    • N. A. M. Verhoeckx and T. A. C. M. Claasen, “Some considerations on the design of adaptive digital filters equipped with the sign algorithm,” IEEE Trans. Commun., vol. COM-32, pp. 258–266, Mar. 1984.
    • (1984) IEEE Trans. Commun. , vol.COM-32 , pp. 258-266
    • Verhoeckx, N.A.M.1    Claasen, T.A.C.M.2
  • 11
    • 0024091266 scopus 로고
    • Almost sure convergence of a decreasing gain sign algorithm for adaptive filtering
    • Oct.
    • E. Eweda, “Almost sure convergence of a decreasing gain sign algorithm for adaptive filtering,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 36, pp. 1669–1671, Oct. 1988.
    • (1988) IEEE Trans. Acoust., Speech, Signal Processing , vol.36 , pp. 1669-1671
    • Eweda, E.1
  • 12
    • 0024769918 scopus 로고
    • A tight upper bound of the average absolute error in a constant step size sign algorithm
    • Nov.
    • —, “A tight upper bound of the average absolute error in a constant step size sign algorithm,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 1774–1776, Nov. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.37 , pp. 1774-1776
  • 14
    • 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
  • 15
    • 0016987049 scopus 로고
    • Stationary and nonstationary learning characteristics of the LMS adaptive filter
    • Aug.
    • B. Widrow, J. M. McCool, M. G. Larimore, and C. R. Johnson, Jr., “Stationary and nonstationary learning characteristics of the LMS adaptive filter,” Proc. IEEE, vol. 64, pp. 1151–1162, Aug. 1976.
    • (1976) Proc. IEEE , vol.64 , pp. 1151-1162
    • Widrow, B.1    McCool, J.M.2    Larimore, M.G.3    Johnson, C.R.4
  • 16
    • 0021391647 scopus 로고
    • On the statistical efficiency of the LMS algorithm with nonstationary inputs
    • Mar.
    • B. Widrow and E. Walach, “On the statistical efficiency of the LMS algorithm with nonstationary inputs,” IEEE Trans. Inform. Theory, vol. IT-30, pp. 211–221. Mar. 1986.
    • (1986) IEEE Trans. Inform. Theory , vol.IT-30 , pp. 211-221
    • Widrow, B.1    Walach, E.2
  • 17
    • 0022682870 scopus 로고
    • Optimization in adaptive identification for time-varying filters
    • Mar.
    • O. Macchi, “Optimization in adaptive identification for time-varying filters.” IEEE Trans. Automat. Contr., vol. AC-31, pp. 283–287, Mar. 1986.
    • (1986) IEEE Trans. Automat. Contr. , vol.AC-31 , pp. 283-287
    • Macchi, O.1
  • 18
    • 84937352287 scopus 로고
    • A useful theorem for nonlinear devices having Gaussian inputs
    • June
    • R. Price, “A useful theorem for nonlinear devices having Gaussian inputs,” IRE Trans. Inform. Theory, vol. IT-4, pp. 69–72, June 1958.
    • (1958) IRE Trans. Inform. Theory , vol.IT-4 , pp. 69-72
    • Price, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.