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1997 IEEE Signal Processing Workshop on Higher-Order Statistics (SPW-HOS '97)
A Normalized Block LMS Algorithm for Frequency-Domain Volterra Filters
Banff, CANADA
July 21-July 23
ISBN: 0-8186-8005-9
ASCII Text
x 
 
Sungbin Im, "A Normalized Block LMS Algorithm for Frequency-Domain Volterra Filters," Signal Processing Workshop on High-Order Statistics, IEEE, pp. 0152, 1997 IEEE Signal Processing Workshop on Higher-Order Statistics (SPW-HOS '97), 1997.
 
 
BibTex
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@article{ 10.1109/HOST.1997.613506,
author = {Sungbin Im},
title = {A Normalized Block LMS Algorithm for Frequency-Domain Volterra Filters},
journal ={Signal Processing Workshop on High-Order Statistics, IEEE},
volume = {0},
year = {1997},
isbn = {0-8186-8005-9},
pages = {0152},
doi = {http://doi.ieeecomputersociety.org/10.1109/HOST.1997.613506},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Signal Processing Workshop on High-Order Statistics, IEEE
TI - A Normalized Block LMS Algorithm for Frequency-Domain Volterra Filters
SN - 0-8186-8005-9
SP
EP
A1 - Sungbin Im,
PY - 1997
VL - 0
JA - Signal Processing Workshop on High-Order Statistics, IEEE
ER -
 
Sungbin Im, Soongsil University, Seoul
The objective of the paper is to introduce a new adaptive filtering algorithm for estimating frequency-domain second-order Volterra filter coefficients. The approach rests upon the normalized LMS (NLMS) algorithm and the frequency-domain block LMS algorithm. The utilization of the normalized LMS algorithm facilitates choice of a proper step size, with which the adaptive frequency-domain Volterra filter is guaranteed to be convergent in the mean-squared sense, and improves convergence rate. The frequency-domain block LMS algorithm estimates frequency-domain second-order Volterra filter coefficients which correspond to the DFT of the time-domain Volterra filter coefficients.
Citation:
Sungbin Im, "A Normalized Block LMS Algorithm for Frequency-Domain Volterra Filters," spwhos, pp.0152, 1997 IEEE Signal Processing Workshop on Higher-Order Statistics (SPW-HOS '97), 1997
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