Modulation spectrogram is effective for analyzing underwater signals which consist of tonal and modulated components. This method can analyze the acoustic and modulation frequency at the same time, but has the trade-off issue of time-frequency localization. This letter introduces a reassignment method for overcoming the localization issue in conventional spectrograms, and then presents an alignment scheme for implementing modulation spectrogram. Relevant experiments show improvement in acoustic frequency estimation perspective and an increment in analyzable modulation frequency range.
Hyunjin CHO
the Republic of Korea Naval Academy
Wan Jin KIM
the ADD
Wooyoung HONG
the Sejong University
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Hyunjin CHO, Wan Jin KIM, Wooyoung HONG, "Underwater Signal Analysis in the Modulation Spectrogram with Time-Frequency Reassignment Technique" in IEICE TRANSACTIONS on Fundamentals,
vol. E102-A, no. 11, pp. 1542-1544, November 2019, doi: 10.1587/transfun.E102.A.1542.
Abstract: Modulation spectrogram is effective for analyzing underwater signals which consist of tonal and modulated components. This method can analyze the acoustic and modulation frequency at the same time, but has the trade-off issue of time-frequency localization. This letter introduces a reassignment method for overcoming the localization issue in conventional spectrograms, and then presents an alignment scheme for implementing modulation spectrogram. Relevant experiments show improvement in acoustic frequency estimation perspective and an increment in analyzable modulation frequency range.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E102.A.1542/_p
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@ARTICLE{e102-a_11_1542,
author={Hyunjin CHO, Wan Jin KIM, Wooyoung HONG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Underwater Signal Analysis in the Modulation Spectrogram with Time-Frequency Reassignment Technique},
year={2019},
volume={E102-A},
number={11},
pages={1542-1544},
abstract={Modulation spectrogram is effective for analyzing underwater signals which consist of tonal and modulated components. This method can analyze the acoustic and modulation frequency at the same time, but has the trade-off issue of time-frequency localization. This letter introduces a reassignment method for overcoming the localization issue in conventional spectrograms, and then presents an alignment scheme for implementing modulation spectrogram. Relevant experiments show improvement in acoustic frequency estimation perspective and an increment in analyzable modulation frequency range.},
keywords={},
doi={10.1587/transfun.E102.A.1542},
ISSN={1745-1337},
month={November},}
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TY - JOUR
TI - Underwater Signal Analysis in the Modulation Spectrogram with Time-Frequency Reassignment Technique
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1542
EP - 1544
AU - Hyunjin CHO
AU - Wan Jin KIM
AU - Wooyoung HONG
PY - 2019
DO - 10.1587/transfun.E102.A.1542
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E102-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2019
AB - Modulation spectrogram is effective for analyzing underwater signals which consist of tonal and modulated components. This method can analyze the acoustic and modulation frequency at the same time, but has the trade-off issue of time-frequency localization. This letter introduces a reassignment method for overcoming the localization issue in conventional spectrograms, and then presents an alignment scheme for implementing modulation spectrogram. Relevant experiments show improvement in acoustic frequency estimation perspective and an increment in analyzable modulation frequency range.
ER -