A hybrid adaptive technique for dynamic channel equalizations.
An adaptive gradient technique is applied for the minimization of a hybrid cost function that consists of amplitude-dependent and constellation-dependent terms. A time-varying weighting coefficient is induced in the combined cost function to emphasizelde-emphasize the role of the two terms in determ...
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2002
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A hybrid adaptive technique for dynamic channel equalizations. Amin, Moeness G. He, Lin. An adaptive gradient technique is applied for the minimization of a hybrid cost function that consists of amplitude-dependent and constellation-dependent terms. A time-varying weighting coefficient is induced in the combined cost function to emphasizelde-emphasize the role of the two terms in determining the gradient during initializations, convergence, and steady state conditions. This coefficient is recursively updated and leads to improved global and local convergence properties. It is shown that the proposed technique is superior to the method in which the cost function involves fixed weighting. 2002 Villanova Faculty Authorship vudl:173051 Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, May 2002. en |
dc.title_txt_mv |
A hybrid adaptive technique for dynamic channel equalizations. |
dc.creator_txt_mv |
Amin, Moeness G. He, Lin. |
dc.description_txt_mv |
An adaptive gradient technique is applied for the
minimization of a hybrid cost function that consists of
amplitude-dependent and constellation-dependent terms. A
time-varying weighting coefficient is induced in the
combined cost function to emphasizelde-emphasize the
role of the two terms in determining the gradient during
initializations, convergence, and steady state conditions.
This coefficient is recursively updated and leads to
improved global and local convergence properties. It is
shown that the proposed technique is superior to the
method in which the cost function involves fixed
weighting. |
dc.date_txt_mv |
2002 |
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Villanova Faculty Authorship |
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vudl:173051 |
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Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, May 2002. |
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en |
author |
Amin, Moeness G. He, Lin. |
spellingShingle |
Amin, Moeness G. He, Lin. A hybrid adaptive technique for dynamic channel equalizations. |
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Amin, Moeness G. He, Lin. |
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Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, FL, May 2002. |
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Villanova Faculty Authorship |
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Amin, Moeness G. |
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2002 |
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A hybrid adaptive technique for dynamic channel equalizations. |
description |
An adaptive gradient technique is applied for the
minimization of a hybrid cost function that consists of
amplitude-dependent and constellation-dependent terms. A
time-varying weighting coefficient is induced in the
combined cost function to emphasizelde-emphasize the
role of the two terms in determining the gradient during
initializations, convergence, and steady state conditions.
This coefficient is recursively updated and leads to
improved global and local convergence properties. It is
shown that the proposed technique is superior to the
method in which the cost function involves fixed
weighting. |
title |
A hybrid adaptive technique for dynamic channel equalizations. |
title_full |
A hybrid adaptive technique for dynamic channel equalizations. |
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A hybrid adaptive technique for dynamic channel equalizations. |
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A hybrid adaptive technique for dynamic channel equalizations. |
title_short |
A hybrid adaptive technique for dynamic channel equalizations. |
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hybrid adaptive technique for dynamic channel equalizations. |
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2002 |
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