Multiple cycle frequencies estimation under cochannel interference
In this letter, two cycle frequencies estimation algorithms are proposed to estimate the number of weak cyclostationary signals and their cycle frequencies in the presence of higher power interferer signal. Both cycle frequencies estimation algorithms are eigenanalysis-based methods that use the cyc...
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sg-ntu-dr.10356-1425632020-06-24T06:49:56Z Multiple cycle frequencies estimation under cochannel interference Yang, John Xingguang Ser, Wee Lei, Lei School of Electrical and Electronic Engineering Temasek Laboratories Engineering::Electrical and electronic engineering Adaptive Arrays Cyclostationary Beamforming In this letter, two cycle frequencies estimation algorithms are proposed to estimate the number of weak cyclostationary signals and their cycle frequencies in the presence of higher power interferer signal. Both cycle frequencies estimation algorithms are eigenanalysis-based methods that use the cyclic autocorrelation function of the received signals. In particular, a new eigen-analysis cyclic null spectrum is introduced to determine the number of cyclostationary signals and estimate their cycle frequencies. The performances of the proposed cycle frequency estimation algorithms are demonstrated with numerical examples and compared with the existing cycle frequency estimation algorithms. It is shown that both the proposed cycle frequencies estimation algorithms have better accuracy than the existing methods and could work with small sample size for faster estimation. 2020-06-24T06:49:56Z 2020-06-24T06:49:56Z 2018 Journal Article Yang, J. X., Ser, W., & Lei, L. (2018). Multiple cycle frequencies estimation under cochannel interference. IEEE Signal Processing Letters, 25(11), 1645-1649. doi:10.1109/LSP.2018.2867730 1070-9908 https://hdl.handle.net/10356/142563 10.1109/LSP.2018.2867730 2-s2.0-85052615801 11 25 1645 1649 en IEEE Signal Processing Letters © 2018 IEEE. All rights reserved. |
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Engineering::Electrical and electronic engineering Adaptive Arrays Cyclostationary Beamforming Yang, John Xingguang Ser, Wee Lei, Lei Multiple cycle frequencies estimation under cochannel interference |
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In this letter, two cycle frequencies estimation algorithms are proposed to estimate the number of weak cyclostationary signals and their cycle frequencies in the presence of higher power interferer signal. Both cycle frequencies estimation algorithms are eigenanalysis-based methods that use the cyclic autocorrelation function of the received signals. In particular, a new eigen-analysis cyclic null spectrum is introduced to determine the number of cyclostationary signals and estimate their cycle frequencies. The performances of the proposed cycle frequency estimation algorithms are demonstrated with numerical examples and compared with the existing cycle frequency estimation algorithms. It is shown that both the proposed cycle frequencies estimation algorithms have better accuracy than the existing methods and could work with small sample size for faster estimation. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Yang, John Xingguang Ser, Wee Lei, Lei |
format |
Article |
author |
Yang, John Xingguang Ser, Wee Lei, Lei |
author_sort |
Yang, John Xingguang |
title |
Multiple cycle frequencies estimation under cochannel interference |
title_short |
Multiple cycle frequencies estimation under cochannel interference |
title_full |
Multiple cycle frequencies estimation under cochannel interference |
title_fullStr |
Multiple cycle frequencies estimation under cochannel interference |
title_full_unstemmed |
Multiple cycle frequencies estimation under cochannel interference |
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multiple cycle frequencies estimation under cochannel interference |
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2020 |
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https://hdl.handle.net/10356/142563 |
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1681058458962493440 |