Time-frequency distribution kernel design over a discrete powers-of-two space.
We introduce a new class of powers-of-two (PFT) kernels for fast real-time implementations of time-frequency (t-f) distributions. In this class, the local autocorrelation function is computed using a series of shifting and addition operations. PFT filter design techniques can be applied to produce f...
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1996
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Time-frequency distribution kernel design over a discrete powers-of-two space. Venkatesan, Gopal T. Amin, Moeness G. We introduce a new class of powers-of-two (PFT) kernels for fast real-time implementations of time-frequency (t-f) distributions. In this class, the local autocorrelation function is computed using a series of shifting and addition operations. PFT filter design techniques can be applied to produce fixed kernels or to design data-dependent kernels suitable for specific operating environments. In the t-f context, where the task is to identify the signal autoterms in the t-f domain, a discretized PFT kernel shows little or no difference in performance from its infinite precision counterpart. 1996 Villanova Faculty Authorship vudl:173747 IEEE SIGNAL PROCESSING LETTERS, VOL. 3, NO. 12, DECEMBER 1996. en |
dc.title_txt_mv |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
dc.creator_txt_mv |
Venkatesan, Gopal T. Amin, Moeness G. |
dc.description_txt_mv |
We introduce a new class of powers-of-two (PFT)
kernels for fast real-time implementations of time-frequency (t-f)
distributions. In this class, the local autocorrelation function is
computed using a series of shifting and addition operations. PFT
filter design techniques can be applied to produce fixed kernels or
to design data-dependent kernels suitable for specific operating
environments. In the t-f context, where the task is to identify the
signal autoterms in the t-f domain, a discretized PFT kernel shows
little or no difference in performance from its infinite precision
counterpart. |
dc.date_txt_mv |
1996 |
dc.format_txt_mv |
Villanova Faculty Authorship |
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vudl:173747 |
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IEEE SIGNAL PROCESSING LETTERS, VOL. 3, NO. 12, DECEMBER 1996. |
dc.language_txt_mv |
en |
author |
Venkatesan, Gopal T. Amin, Moeness G. |
spellingShingle |
Venkatesan, Gopal T. Amin, Moeness G. Time-frequency distribution kernel design over a discrete powers-of-two space. |
author_facet |
Venkatesan, Gopal T. Amin, Moeness G. |
dc_source_str_mv |
IEEE SIGNAL PROCESSING LETTERS, VOL. 3, NO. 12, DECEMBER 1996. |
format |
Villanova Faculty Authorship |
author_sort |
Venkatesan, Gopal T. |
dc_date_str |
1996 |
dc_title_str |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
description |
We introduce a new class of powers-of-two (PFT)
kernels for fast real-time implementations of time-frequency (t-f)
distributions. In this class, the local autocorrelation function is
computed using a series of shifting and addition operations. PFT
filter design techniques can be applied to produce fixed kernels or
to design data-dependent kernels suitable for specific operating
environments. In the t-f context, where the task is to identify the
signal autoterms in the t-f domain, a discretized PFT kernel shows
little or no difference in performance from its infinite precision
counterpart. |
title |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
title_full |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
title_fullStr |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
title_full_unstemmed |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
title_short |
Time-frequency distribution kernel design over a discrete powers-of-two space. |
title_sort |
time-frequency distribution kernel design over a discrete powers-of-two space. |
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1996 |
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1996-01-01T00:00:00Z |
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time-frequency distribution kernel design over a discrete powers-of-two space. |
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