A New Cost Function for System Identification Utilizing an Alias Free Parallel Adaptive Filter

Shigenori KINJO; Yoji YAMADA; Hiroshi OCHI

A New Cost Function for System Identification Utilizing an Alias Free Parallel Adaptive Filter

Shigenori KINJO, Yoji YAMADA, Hiroshi OCHI

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An alias free parallel structure for adaptive digital filters (ADF's) is considered. The method utilizes the properties of the Frequency-Sampling Filter (FSF) banks to obtain alias free points in the frequency domain. We propose a new cost function for parallel ADF's. The limiting value analysis of system identification using proposed cost function is given in stochastic sense. It is also shown by simulation examples that we can carry out precise system identification. The cost function is defined in each bin; accordingly, it enables the parallel processing of ADF's.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E77-A No.9 pp.1426-1431

Publication Date: 1994/09/25

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Type of Manuscript: Special Section PAPER (Special Section of Papers Selected from the 8th Digital Signal Processing Symposium)

Category: Adaptive Digital Filters

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Shigenori KINJO, Yoji YAMADA, Hiroshi OCHI, "A New Cost Function for System Identification Utilizing an Alias Free Parallel Adaptive Filter" in IEICE TRANSACTIONS on Fundamentals, vol. E77-A, no. 9, pp. 1426-1431, September 1994, doi: .
Abstract: An alias free parallel structure for adaptive digital filters (ADF's) is considered. The method utilizes the properties of the Frequency-Sampling Filter (FSF) banks to obtain alias free points in the frequency domain. We propose a new cost function for parallel ADF's. The limiting value analysis of system identification using proposed cost function is given in stochastic sense. It is also shown by simulation examples that we can carry out precise system identification. The cost function is defined in each bin; accordingly, it enables the parallel processing of ADF's.
URL: https://globals.ieice.org/en_transactions/fundamentals/10.1587/e77-a_9_1426/_p

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@ARTICLE{e77-a_9_1426,
author={Shigenori KINJO, Yoji YAMADA, Hiroshi OCHI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A New Cost Function for System Identification Utilizing an Alias Free Parallel Adaptive Filter},
year={1994},
volume={E77-A},
number={9},
pages={1426-1431},
abstract={An alias free parallel structure for adaptive digital filters (ADF's) is considered. The method utilizes the properties of the Frequency-Sampling Filter (FSF) banks to obtain alias free points in the frequency domain. We propose a new cost function for parallel ADF's. The limiting value analysis of system identification using proposed cost function is given in stochastic sense. It is also shown by simulation examples that we can carry out precise system identification. The cost function is defined in each bin; accordingly, it enables the parallel processing of ADF's.},
keywords={},
doi={},
ISSN={},
month={September},}

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TY - JOUR
TI - A New Cost Function for System Identification Utilizing an Alias Free Parallel Adaptive Filter
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1426
EP - 1431
AU - Shigenori KINJO
AU - Yoji YAMADA
AU - Hiroshi OCHI
PY - 1994
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E77-A
IS - 9
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - September 1994
AB - An alias free parallel structure for adaptive digital filters (ADF's) is considered. The method utilizes the properties of the Frequency-Sampling Filter (FSF) banks to obtain alias free points in the frequency domain. We propose a new cost function for parallel ADF's. The limiting value analysis of system identification using proposed cost function is given in stochastic sense. It is also shown by simulation examples that we can carry out precise system identification. The cost function is defined in each bin; accordingly, it enables the parallel processing of ADF's.
ER -