An adaptive digital filter with adaptive sampling phase is proposed. The structure of the filter makes use of an adaptive delay device at the input of the filter. The algorithm is derived to determine the value of the delay and the filter coefficients by minimizing MSE (mean square error) between the desired signal and the filter output. The computer simulation of the convergence of the proposed adaptive filter with the input of sinusoidal wave and BPSK modulated wave are shown. According to the simulation, the MSE of the proposed adaptive delay algorithm is lower than that of the conventional LMS algorithm.
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Miwa SAKAI, Kiyoharu AIZAWA, Mitsutoshi HATORI, "A Novel Adaptive Filter with Adaptation of Sampling Phase" in IEICE TRANSACTIONS on Fundamentals,
vol. E78-A, no. 8, pp. 921-926, August 1995, doi: .
Abstract: An adaptive digital filter with adaptive sampling phase is proposed. The structure of the filter makes use of an adaptive delay device at the input of the filter. The algorithm is derived to determine the value of the delay and the filter coefficients by minimizing MSE (mean square error) between the desired signal and the filter output. The computer simulation of the convergence of the proposed adaptive filter with the input of sinusoidal wave and BPSK modulated wave are shown. According to the simulation, the MSE of the proposed adaptive delay algorithm is lower than that of the conventional LMS algorithm.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e78-a_8_921/_p
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@ARTICLE{e78-a_8_921,
author={Miwa SAKAI, Kiyoharu AIZAWA, Mitsutoshi HATORI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Novel Adaptive Filter with Adaptation of Sampling Phase},
year={1995},
volume={E78-A},
number={8},
pages={921-926},
abstract={An adaptive digital filter with adaptive sampling phase is proposed. The structure of the filter makes use of an adaptive delay device at the input of the filter. The algorithm is derived to determine the value of the delay and the filter coefficients by minimizing MSE (mean square error) between the desired signal and the filter output. The computer simulation of the convergence of the proposed adaptive filter with the input of sinusoidal wave and BPSK modulated wave are shown. According to the simulation, the MSE of the proposed adaptive delay algorithm is lower than that of the conventional LMS algorithm.},
keywords={},
doi={},
ISSN={},
month={August},}
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TY - JOUR
TI - A Novel Adaptive Filter with Adaptation of Sampling Phase
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 921
EP - 926
AU - Miwa SAKAI
AU - Kiyoharu AIZAWA
AU - Mitsutoshi HATORI
PY - 1995
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E78-A
IS - 8
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - August 1995
AB - An adaptive digital filter with adaptive sampling phase is proposed. The structure of the filter makes use of an adaptive delay device at the input of the filter. The algorithm is derived to determine the value of the delay and the filter coefficients by minimizing MSE (mean square error) between the desired signal and the filter output. The computer simulation of the convergence of the proposed adaptive filter with the input of sinusoidal wave and BPSK modulated wave are shown. According to the simulation, the MSE of the proposed adaptive delay algorithm is lower than that of the conventional LMS algorithm.
ER -