Cargando…
Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition
This paper proposes an efficient frequency estimator based on Chinese Remainder Theorem for undersampled waveforms. Due to the emphasis on frequency offset recognition (i.e., frequency shift and compensation) of small-point DFT remainders, compared to estimators using large-point DFT remainders, it...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5049852/ https://www.ncbi.nlm.nih.gov/pubmed/27701456 http://dx.doi.org/10.1371/journal.pone.0163871 |
_version_ | 1782457793467383808 |
---|---|
author | Huang, Xiangdong Bai, Ruipeng Jin, Xukang Fu, Haipeng |
author_facet | Huang, Xiangdong Bai, Ruipeng Jin, Xukang Fu, Haipeng |
author_sort | Huang, Xiangdong |
collection | PubMed |
description | This paper proposes an efficient frequency estimator based on Chinese Remainder Theorem for undersampled waveforms. Due to the emphasis on frequency offset recognition (i.e., frequency shift and compensation) of small-point DFT remainders, compared to estimators using large-point DFT remainders, it can achieve higher noise robustness in low signal-to-noise ratio (SNR) cases and higher accuracy in high SNR cases. Numerical results show that, by incorporating a remainder screening method and the Tsui spectrum corrector, the proposed estimator not only lowers the SNR threshold of detection, but also provides a higher accuracy than the large-point DFT estimator when the DFT size decreases to 1/90 of the latter case. |
format | Online Article Text |
id | pubmed-5049852 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50498522016-10-27 Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition Huang, Xiangdong Bai, Ruipeng Jin, Xukang Fu, Haipeng PLoS One Research Article This paper proposes an efficient frequency estimator based on Chinese Remainder Theorem for undersampled waveforms. Due to the emphasis on frequency offset recognition (i.e., frequency shift and compensation) of small-point DFT remainders, compared to estimators using large-point DFT remainders, it can achieve higher noise robustness in low signal-to-noise ratio (SNR) cases and higher accuracy in high SNR cases. Numerical results show that, by incorporating a remainder screening method and the Tsui spectrum corrector, the proposed estimator not only lowers the SNR threshold of detection, but also provides a higher accuracy than the large-point DFT estimator when the DFT size decreases to 1/90 of the latter case. Public Library of Science 2016-10-04 /pmc/articles/PMC5049852/ /pubmed/27701456 http://dx.doi.org/10.1371/journal.pone.0163871 Text en © 2016 Huang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Huang, Xiangdong Bai, Ruipeng Jin, Xukang Fu, Haipeng Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title | Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title_full | Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title_fullStr | Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title_full_unstemmed | Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title_short | Robust and Efficient Frequency Estimator for Undersampled Waveforms Based on Frequency Offset Recognition |
title_sort | robust and efficient frequency estimator for undersampled waveforms based on frequency offset recognition |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5049852/ https://www.ncbi.nlm.nih.gov/pubmed/27701456 http://dx.doi.org/10.1371/journal.pone.0163871 |
work_keys_str_mv | AT huangxiangdong robustandefficientfrequencyestimatorforundersampledwaveformsbasedonfrequencyoffsetrecognition AT bairuipeng robustandefficientfrequencyestimatorforundersampledwaveformsbasedonfrequencyoffsetrecognition AT jinxukang robustandefficientfrequencyestimatorforundersampledwaveformsbasedonfrequencyoffsetrecognition AT fuhaipeng robustandefficientfrequencyestimatorforundersampledwaveformsbasedonfrequencyoffsetrecognition |