Improved Variant of Pisarenko Harmonic Decomposition for Single Sinusoidal Frequency Estimation
Summary :
It is well known that Pisarenko's frequency estimate for a single real tone can be computed easily using the sample covariance with lags 1 and 2. In this Letter, we propose to use alternative covariance expressions, which are inspired from the modified covariance (MC) frequency estimator, in Pisarenko's algorithm. Computer simulations are included to corroborate the theoretical development of the variant and to demonstrate its superiority over the MC and Pisarenko's methods.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E90-A No.11 pp.2604-2607
- Publication Date
- 2007/11/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1093/ietfec/e90-a.11.2604
- Type of Manuscript
- LETTER
- Category
- Digital Signal Processing
Authors
Keyword
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Kenneth Wing-Kin LUI, Hing-Cheung SO, "Improved Variant of Pisarenko Harmonic Decomposition for Single Sinusoidal Frequency Estimation" in IEICE TRANSACTIONS on Fundamentals,
vol. E90-A, no. 11, pp. 2604-2607, November 2007, doi: 10.1093/ietfec/e90-a.11.2604.
Abstract: It is well known that Pisarenko's frequency estimate for a single real tone can be computed easily using the sample covariance with lags 1 and 2. In this Letter, we propose to use alternative covariance expressions, which are inspired from the modified covariance (MC) frequency estimator, in Pisarenko's algorithm. Computer simulations are included to corroborate the theoretical development of the variant and to demonstrate its superiority over the MC and Pisarenko's methods.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1093/ietfec/e90-a.11.2604/_p
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@ARTICLE{e90-a_11_2604,
author={Kenneth Wing-Kin LUI, Hing-Cheung SO, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Improved Variant of Pisarenko Harmonic Decomposition for Single Sinusoidal Frequency Estimation},
year={2007},
volume={E90-A},
number={11},
pages={2604-2607},
abstract={It is well known that Pisarenko's frequency estimate for a single real tone can be computed easily using the sample covariance with lags 1 and 2. In this Letter, we propose to use alternative covariance expressions, which are inspired from the modified covariance (MC) frequency estimator, in Pisarenko's algorithm. Computer simulations are included to corroborate the theoretical development of the variant and to demonstrate its superiority over the MC and Pisarenko's methods.},
keywords={},
doi={10.1093/ietfec/e90-a.11.2604},
ISSN={1745-1337},
month={November},}
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TY - JOUR
TI - Improved Variant of Pisarenko Harmonic Decomposition for Single Sinusoidal Frequency Estimation
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2604
EP - 2607
AU - Kenneth Wing-Kin LUI
AU - Hing-Cheung SO
PY - 2007
DO - 10.1093/ietfec/e90-a.11.2604
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E90-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2007
AB - It is well known that Pisarenko's frequency estimate for a single real tone can be computed easily using the sample covariance with lags 1 and 2. In this Letter, we propose to use alternative covariance expressions, which are inspired from the modified covariance (MC) frequency estimator, in Pisarenko's algorithm. Computer simulations are included to corroborate the theoretical development of the variant and to demonstrate its superiority over the MC and Pisarenko's methods.
ER -
English
