Two-Dimensional Discrete Orthogonal Transforms by Means of Two-Dimensional LMS Adaptive Algorithms
Summary :
This paper establishes a general relation between the two-dimensional Least Mean Square (2-D LMS) algorithm and 2-D discrete orthogonal transforms. It is shown that the 2-D LMS algorithm can be used to compute the forward as well as the inverse 2-D orthogonal transforms in general for any input by suitable choice of the adaptation speed. Simulations are presented to verify the general relationship results.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E78-A No.9 pp.1247-1252
- Publication Date
- 1995/09/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Digital Signal Processing
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Tokunbo OGUNFUNMI, Michael AU, "Two-Dimensional Discrete Orthogonal Transforms by Means of Two-Dimensional LMS Adaptive Algorithms" in IEICE TRANSACTIONS on Fundamentals,
vol. E78-A, no. 9, pp. 1247-1252, September 1995, doi: .
Abstract: This paper establishes a general relation between the two-dimensional Least Mean Square (2-D LMS) algorithm and 2-D discrete orthogonal transforms. It is shown that the 2-D LMS algorithm can be used to compute the forward as well as the inverse 2-D orthogonal transforms in general for any input by suitable choice of the adaptation speed. Simulations are presented to verify the general relationship results.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e78-a_9_1247/_p
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@ARTICLE{e78-a_9_1247,
author={Tokunbo OGUNFUNMI, Michael AU, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Two-Dimensional Discrete Orthogonal Transforms by Means of Two-Dimensional LMS Adaptive Algorithms},
year={1995},
volume={E78-A},
number={9},
pages={1247-1252},
abstract={This paper establishes a general relation between the two-dimensional Least Mean Square (2-D LMS) algorithm and 2-D discrete orthogonal transforms. It is shown that the 2-D LMS algorithm can be used to compute the forward as well as the inverse 2-D orthogonal transforms in general for any input by suitable choice of the adaptation speed. Simulations are presented to verify the general relationship results.},
keywords={},
doi={},
ISSN={},
month={September},}
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TY - JOUR
TI - Two-Dimensional Discrete Orthogonal Transforms by Means of Two-Dimensional LMS Adaptive Algorithms
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1247
EP - 1252
AU - Tokunbo OGUNFUNMI
AU - Michael AU
PY - 1995
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E78-A
IS - 9
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - September 1995
AB - This paper establishes a general relation between the two-dimensional Least Mean Square (2-D LMS) algorithm and 2-D discrete orthogonal transforms. It is shown that the 2-D LMS algorithm can be used to compute the forward as well as the inverse 2-D orthogonal transforms in general for any input by suitable choice of the adaptation speed. Simulations are presented to verify the general relationship results.
ER -
English
