Variable Step Size Blind Equalization based on Sign Gradient Algorithm
This work proposes a variable step size sign gradient algorithm to solve the problem of blind equalization under impulse noise environment. This algorithm suppresses the impulse noise interference effectively because of the sign operation on the instantaneous gradient based on constant modulus algor...
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| Main Authors: | , |
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2014-07-01.
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| Online Access: | Get fulltext |
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| LEADER | 02055 am a22003013u 4500 | ||
|---|---|---|---|
| 001 | ijeecs3654_1926 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Xiao, Ying |e author |
| 100 | 1 | 0 | |e contributor |
| 700 | 1 | 0 | |a Yin, Fuliang |e author |
| 245 | 0 | 0 | |a Variable Step Size Blind Equalization based on Sign Gradient Algorithm |
| 260 | |b Institute of Advanced Engineering and Science, |c 2014-07-01. | ||
| 500 | |a https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3654 | ||
| 520 | |a This work proposes a variable step size sign gradient algorithm to solve the problem of blind equalization under impulse noise environment. This algorithm suppresses the impulse noise interference effectively because of the sign operation on the instantaneous gradient based on constant modulus algorithm (CMA) cost function. Meanwhile, the excess mean square error can be further reduced by use of a variable step size algorithm based on the iterative times and the reliability of the output signal. Simulation results show that, the variable step size blind equalization based on sign gradient algorithm has the fastest convergence rate and the lowest steady state residue error compared with the fractional low order CMA, the nonlinear transform CMA and stop-and-go CMA. | ||
| 540 | |a Copyright (c) 2014 Institute of Advanced Engineering and Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc-nd/4.0 | ||
| 546 | |a eng | ||
| 690 | |a Electronics and Computer Engineering | ||
| 690 | |a blind equalization, sign gradient algorithm, CMA, impulse noise, variable step size | ||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 12, No 7: July 2014; 5491-5498 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v12.i7 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3654/1926 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/3654/1926 |z Get fulltext |