Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation

J. Yang; B. Geller; A. Wei

doi:10.1109/ICASSP.2009.4960329

Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation

J. Yang, B. Geller, A. Wei

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, we study Bayesian and hybrid Cramer-Rao bounds for the dynamical phase estimation of QAM modulated signals. We present the analytical expressions for the various CRBs. This avoids the calculation of any matrix inversion and thus greatly reduces the computation complexity. Through simulations, we also illustrate the behaviors of the BCRB and of the HCRB with the signal-to-noise ratio.

Original language	English
Title of host publication	2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009
Pages	3297-3300
Number of pages	4
DOIs	https://doi.org/10.1109/ICASSP.2009.4960329
Publication status	Published - 23 Sept 2009
Event	2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009 - Taipei, Taiwan, Province of China Duration: 19 Apr 2009 → 24 Apr 2009

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)	1520-6149

Conference

Conference	2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009
Country/Territory	Taiwan, Province of China
City	Taipei
Period	19/04/09 → 24/04/09

Keywords

Bayesian Cramer-Rao bound (BCRB)
Hybrid Cramer-Rao bound (HCRB)
Synchronization performance

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10.1109/ICASSP.2009.4960329

Cite this

Yang, J., Geller, B., & Wei, A. (2009). Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation. In 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009 (pp. 3297-3300). Article 4960329 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2009.4960329

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title = "Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation",

abstract = "In this paper, we study Bayesian and hybrid Cramer-Rao bounds for the dynamical phase estimation of QAM modulated signals. We present the analytical expressions for the various CRBs. This avoids the calculation of any matrix inversion and thus greatly reduces the computation complexity. Through simulations, we also illustrate the behaviors of the BCRB and of the HCRB with the signal-to-noise ratio.",

keywords = "Bayesian Cramer-Rao bound (BCRB), Hybrid Cramer-Rao bound (HCRB), Synchronization performance",

author = "J. Yang and B. Geller and A. Wei",

year = "2009",

month = sep,

day = "23",

doi = "10.1109/ICASSP.2009.4960329",

language = "English",

isbn = "9781424423545",

series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",

pages = "3297--3300",

booktitle = "2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009",

note = "2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009 ; Conference date: 19-04-2009 Through 24-04-2009",

}

Yang, J, Geller, B & Wei, A 2009, Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation. in 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009., 4960329, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3297-3300, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, Taipei, Taiwan, Province of China, 19/04/09. https://doi.org/10.1109/ICASSP.2009.4960329

Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation. / Yang, J.; Geller, B.; Wei, A.
2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. 2009. p. 3297-3300 4960329 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation

AU - Yang, J.

AU - Geller, B.

AU - Wei, A.

PY - 2009/9/23

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N2 - In this paper, we study Bayesian and hybrid Cramer-Rao bounds for the dynamical phase estimation of QAM modulated signals. We present the analytical expressions for the various CRBs. This avoids the calculation of any matrix inversion and thus greatly reduces the computation complexity. Through simulations, we also illustrate the behaviors of the BCRB and of the HCRB with the signal-to-noise ratio.

AB - In this paper, we study Bayesian and hybrid Cramer-Rao bounds for the dynamical phase estimation of QAM modulated signals. We present the analytical expressions for the various CRBs. This avoids the calculation of any matrix inversion and thus greatly reduces the computation complexity. Through simulations, we also illustrate the behaviors of the BCRB and of the HCRB with the signal-to-noise ratio.

KW - Bayesian Cramer-Rao bound (BCRB)

KW - Hybrid Cramer-Rao bound (HCRB)

KW - Synchronization performance

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DO - 10.1109/ICASSP.2009.4960329

M3 - Conference contribution

AN - SCOPUS:70349203744

SN - 9781424423545

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EP - 3300

BT - 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009

T2 - 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009

Y2 - 19 April 2009 through 24 April 2009

ER -

Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation

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Keywords

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