Convergence Analysis of a Data Echo Canceller with a Stochastic Gradient Adaptive FIR Filter Using the Sign Algorithm

IEEE Transactions on Signal Processing

Volumn 43, Issue 12, 1995, Pages 2852-2862

  Koike, Shin'ichi ^a  

^a NEC CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE FILTERING; APPROXIMATION THEORY; CONVERGENCE OF NUMERICAL METHODS; DIGITAL FILTERS; PROBABILITY DENSITY FUNCTION;

DATA ECHO CANCELLER; MEAN SQUARED RESIDUAL ECHO; STOCHASTIC GRADIENT SIGN ALGORITHM;

ECHO SUPPRESSION;

EID: 0029517376     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.476429     Document Type: Article

References (9)

1. N. A. M. Verhoeckx et at., “Digital echo cancellation for baseband data transmission,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-27, pp. 768-781, Dec. 1979.
2. T. A. C. M. Claasen and W. F. G. Mecklenbraeuker, “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.
3. A. Kanemasa et al., “An echo cancellation algorithm for full-duplex two-wire data transmission,” in Proc. Globecom’83, pp. 40.5.1—40.5.5.
4. 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.
5. 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.
6. E. Eweda, “Analysis of a sign algorithm with delayed data,” IEEE Trans. Signal Processing, vol. 41, pp. 2253-2256, June 1993.
7. Amer. Nat. Std. Telecommun., “Integrated services digital network (ISDN)—Basic access interface for use on metallic loops for application on the network side of the NT (layer 1 specification),” T1. 601-1988.
8. Tech. Rep. “High-bit-rate digital subscriber line (HDSL),” Committee T1
9. D. Mansour and A. H. Gray, “Unconstrained frequency domain adaptive filter,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 726-734, Oct. 1982.