Variable step size LMS algorithm using squared error and autocorrelation of error

Procedia Engineering

Volumn 41, Issue , 2012, Pages 47-52

  Woo, Hong Chae ^a  

^a Daegu University   (South Korea)

Author keywords

Adaptive equaltizer; Adaptive filter; LMS algorithm

Indexed keywords

EID: 84901020547     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2012.07.141     Document Type: Conference Paper

References (7)

1. Kwong, R. H., Johnston, E. W., 1992. A Variable Step Size LMS Algorithm, IEEE Trans. on Signal Proc. 40, p. 1633.
2. Mathews, V. J., Xie, Z., 1993. A Stochastic Gradient Adaptive Filter with Gradient Adaptive Step Size, IEEE Trans. on Signal Proc.41, p. 2075.
3. Aboulnasr, T., Mayyas, K., 1997. A Robust Variable Step-size LMS-type Algorithm: Analysis and Simulations, IEEE Trans. on Signal Proc. 45. p. 631.
4. Ramdan, Z., Poularikas, A., 2005. "A robust variable step-size LMS algorithm using error-data normalization," Southeast Conf. Proc., pp. 219-224.
5. Cao, L. J., Fu, Z. Z., Yang, Q. K., 2010. " Improved robustness adaptive step size LMS equalization algorithm and its analysis," ICCP Proc., pp. 141- 144.
6. Abusalem, K. F., Gong, Y., 2008, "Variable step LMS algorithm using the accumulated instantaneou error concept," Proceeding of the World Congress on Engineering, London, U.K.
7. Haykin, S., 2002. Adaptive Filter Theory, Prentice Hall, Upper Saddle River, NJ.