On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems

Yi Zhou; Erchin Serpedin; Khalid Qaraqe; Octavia Dobre

doi:10.1109/ICComm.2012.6262589

On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems

Yi Zhou
, Erchin Serpedin^*
, Khalid Qaraqe
, Octavia Dobre

^*Corresponding author for this work

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

3 Citations (Scopus)

Abstract

This paper studies the performance of the generalized likelihood ratio test (GLRT) proposed in [1] in the context of data-aided timing synchronization for multiple-input multiple-output (MIMO) communications systems and flat-fading channels. Herein paper, the asymptotic performance of the GLRT test is derived, and an upper bound for the detection probability is provided and shown to behave well as a benchmark for sufficiently large number of observations. Computer simulations are presented to corroborate the developed analytical performance benchmarks. In addition, choice of some system design parameters to improve the synchronization performance is discussed via computer simulations.

Original language	English
Title of host publication	2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings
Pages	43-46
Number of pages	4
DOIs	https://doi.org/10.1109/ICComm.2012.6262589
Publication status	Published - 2012
Externally published	Yes
Event	2012 9th International Conference on Communications, COMM 2012 - Bucharest, Romania Duration: 21 Jun 2012 → 23 Jun 2012

Publication series

Name	2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings

Conference

Conference	2012 9th International Conference on Communications, COMM 2012
Country/Territory	Romania
City	Bucharest
Period	21/06/12 → 23/06/12

Keywords

GLRT
Hypothesis Testing
MIMO
Timing Synchronization

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10.1109/ICComm.2012.6262589

Cite this

Zhou, Y., Serpedin, E., Qaraqe, K., & Dobre, O. (2012). On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems. In 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings (pp. 43-46). Article 6262589 (2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings). https://doi.org/10.1109/ICComm.2012.6262589

@inproceedings{77f75aeb45d844a29288341fd63bafd3,

title = "On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems",

abstract = "This paper studies the performance of the generalized likelihood ratio test (GLRT) proposed in [1] in the context of data-aided timing synchronization for multiple-input multiple-output (MIMO) communications systems and flat-fading channels. Herein paper, the asymptotic performance of the GLRT test is derived, and an upper bound for the detection probability is provided and shown to behave well as a benchmark for sufficiently large number of observations. Computer simulations are presented to corroborate the developed analytical performance benchmarks. In addition, choice of some system design parameters to improve the synchronization performance is discussed via computer simulations.",

keywords = "GLRT, Hypothesis Testing, MIMO, Timing Synchronization",

author = "Yi Zhou and Erchin Serpedin and Khalid Qaraqe and Octavia Dobre",

year = "2012",

doi = "10.1109/ICComm.2012.6262589",

language = "English",

isbn = "9781467325738",

series = "2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings",

pages = "43--46",

booktitle = "2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings",

note = "2012 9th International Conference on Communications, COMM 2012 ; Conference date: 21-06-2012 Through 23-06-2012",

}

Zhou, Y, Serpedin, E, Qaraqe, K & Dobre, O 2012, On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems. in 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings., 6262589, 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings, pp. 43-46, 2012 9th International Conference on Communications, COMM 2012, Bucharest, Romania, 21/06/12. https://doi.org/10.1109/ICComm.2012.6262589

On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems. / Zhou, Yi; Serpedin, Erchin; Qaraqe, Khalid et al.
2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings. 2012. p. 43-46 6262589 (2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings).

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

TY - GEN

T1 - On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems

AU - Zhou, Yi

AU - Serpedin, Erchin

AU - Qaraqe, Khalid

AU - Dobre, Octavia

PY - 2012

Y1 - 2012

N2 - This paper studies the performance of the generalized likelihood ratio test (GLRT) proposed in [1] in the context of data-aided timing synchronization for multiple-input multiple-output (MIMO) communications systems and flat-fading channels. Herein paper, the asymptotic performance of the GLRT test is derived, and an upper bound for the detection probability is provided and shown to behave well as a benchmark for sufficiently large number of observations. Computer simulations are presented to corroborate the developed analytical performance benchmarks. In addition, choice of some system design parameters to improve the synchronization performance is discussed via computer simulations.

AB - This paper studies the performance of the generalized likelihood ratio test (GLRT) proposed in [1] in the context of data-aided timing synchronization for multiple-input multiple-output (MIMO) communications systems and flat-fading channels. Herein paper, the asymptotic performance of the GLRT test is derived, and an upper bound for the detection probability is provided and shown to behave well as a benchmark for sufficiently large number of observations. Computer simulations are presented to corroborate the developed analytical performance benchmarks. In addition, choice of some system design parameters to improve the synchronization performance is discussed via computer simulations.

KW - GLRT

KW - Hypothesis Testing

KW - MIMO

KW - Timing Synchronization

UR - https://www.scopus.com/pages/publications/84866375484

U2 - 10.1109/ICComm.2012.6262589

DO - 10.1109/ICComm.2012.6262589

M3 - Conference contribution

AN - SCOPUS:84866375484

SN - 9781467325738

T3 - 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings

SP - 43

EP - 46

BT - 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings

T2 - 2012 9th International Conference on Communications, COMM 2012

Y2 - 21 June 2012 through 23 June 2012

ER -

Zhou Y, Serpedin E, Qaraqe K, Dobre O. On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems. In 2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings. 2012. p. 43-46. 6262589. (2012 9th International Conference on Communications, COMM 2012 - Conference Proceedings). doi: 10.1109/ICComm.2012.6262589

On the performance of generalized likelihood ratio test for data-aided timing synchronization of MIMO systems

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