IEICE TRANSACTIONS on Fundamentals
A Simple Adaptive Algorithm for Principle Component and Independent Component Analysis
Summary :
In this letter we propose a simple adaptive algorithm which solves the unit-norm constrained optimization problem. Instead of conventional parameter norm based normalization, the proposed algorithm incorporates single parameter normalization which is computationally much simpler. The simulation results illustrate that the proposed algorithm performs as good as conventional ones while being computationally simpler.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E91-A No.5 pp.1265-1267
- Publication Date
- 2008/05/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1093/ietfec/e91-a.5.1265
- Type of Manuscript
- LETTER
- Category
- Digital Signal Processing
Authors
Keyword
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Hyun-Chool SHIN, Hyoung-Nam KIM, Woo-Jin SONG, "A Simple Adaptive Algorithm for Principle Component and Independent Component Analysis" in IEICE TRANSACTIONS on Fundamentals,
vol. E91-A, no. 5, pp. 1265-1267, May 2008, doi: 10.1093/ietfec/e91-a.5.1265.
Abstract: In this letter we propose a simple adaptive algorithm which solves the unit-norm constrained optimization problem. Instead of conventional parameter norm based normalization, the proposed algorithm incorporates single parameter normalization which is computationally much simpler. The simulation results illustrate that the proposed algorithm performs as good as conventional ones while being computationally simpler.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1093/ietfec/e91-a.5.1265/_p
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@ARTICLE{e91-a_5_1265,
author={Hyun-Chool SHIN, Hyoung-Nam KIM, Woo-Jin SONG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Simple Adaptive Algorithm for Principle Component and Independent Component Analysis},
year={2008},
volume={E91-A},
number={5},
pages={1265-1267},
abstract={In this letter we propose a simple adaptive algorithm which solves the unit-norm constrained optimization problem. Instead of conventional parameter norm based normalization, the proposed algorithm incorporates single parameter normalization which is computationally much simpler. The simulation results illustrate that the proposed algorithm performs as good as conventional ones while being computationally simpler.},
keywords={},
doi={10.1093/ietfec/e91-a.5.1265},
ISSN={1745-1337},
month={May},}
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TY - JOUR
TI - A Simple Adaptive Algorithm for Principle Component and Independent Component Analysis
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1265
EP - 1267
AU - Hyun-Chool SHIN
AU - Hyoung-Nam KIM
AU - Woo-Jin SONG
PY - 2008
DO - 10.1093/ietfec/e91-a.5.1265
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E91-A
IS - 5
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - May 2008
AB - In this letter we propose a simple adaptive algorithm which solves the unit-norm constrained optimization problem. Instead of conventional parameter norm based normalization, the proposed algorithm incorporates single parameter normalization which is computationally much simpler. The simulation results illustrate that the proposed algorithm performs as good as conventional ones while being computationally simpler.
ER -
English
