Estimation of block-fading channels with reduced-rank correlation matrix

O. Simeone; U. Spagnolini

doi:10.1109/CISS.2007.4298355

Estimation of block-fading channels with reduced-rank correlation matrix

O. Simeone, U. Spagnolini

Electrical and Computer Engineering

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

2 Scopus citations

Abstract

In block-fading transmission, the discrete-time taps of time-varying channels can be generally modelled as a stationary random vector process with unknown and rank-deficient correlation matrix. The model applies to single/ multi-antenna systems for single/multi-carrier modulation. In this paper, we propose a hybrid estimator that sequentially estimates the (deterministic) rank-deficient channel correlation matrix and the (random) channel taps. In addition, we derive a bound on the corresponding estimation error by adapting the Cramer Rao bound (CRB) to the case of mixed deterministic and random parameters (Hybrid CRB). Finally, we assess that the proposed estimator is statistically efficient through comparison with the Hybrid CRB.

Original language	English (US)
Title of host publication	Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings
Pages	490-493
Number of pages	4
DOIs	https://doi.org/10.1109/CISS.2007.4298355
State	Published - 2007
Event	41st Annual Conference on Information Sciences and Systems, CISS 2007 - Baltimore, MD, United States Duration: Mar 14 2007 → Mar 16 2007

Publication series

Name	Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings

Other

Other	41st Annual Conference on Information Sciences and Systems, CISS 2007
Country/Territory	United States
City	Baltimore, MD
Period	3/14/07 → 3/16/07

All Science Journal Classification (ASJC) codes

General Computer Science

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10.1109/CISS.2007.4298355

Cite this

Simeone, O., & Spagnolini, U. (2007). Estimation of block-fading channels with reduced-rank correlation matrix. In Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings (pp. 490-493). Article 4298355 (Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings). https://doi.org/10.1109/CISS.2007.4298355

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title = "Estimation of block-fading channels with reduced-rank correlation matrix",

abstract = "In block-fading transmission, the discrete-time taps of time-varying channels can be generally modelled as a stationary random vector process with unknown and rank-deficient correlation matrix. The model applies to single/ multi-antenna systems for single/multi-carrier modulation. In this paper, we propose a hybrid estimator that sequentially estimates the (deterministic) rank-deficient channel correlation matrix and the (random) channel taps. In addition, we derive a bound on the corresponding estimation error by adapting the Cramer Rao bound (CRB) to the case of mixed deterministic and random parameters (Hybrid CRB). Finally, we assess that the proposed estimator is statistically efficient through comparison with the Hybrid CRB.",

author = "O. Simeone and U. Spagnolini",

year = "2007",

doi = "10.1109/CISS.2007.4298355",

language = "English (US)",

isbn = "1424410371",

series = "Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings",

pages = "490--493",

booktitle = "Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings",

note = "41st Annual Conference on Information Sciences and Systems, CISS 2007 ; Conference date: 14-03-2007 Through 16-03-2007",

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Simeone, O & Spagnolini, U 2007, Estimation of block-fading channels with reduced-rank correlation matrix. in Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings., 4298355, Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings, pp. 490-493, 41st Annual Conference on Information Sciences and Systems, CISS 2007, Baltimore, MD, United States, 3/14/07. https://doi.org/10.1109/CISS.2007.4298355

Estimation of block-fading channels with reduced-rank correlation matrix. / Simeone, O.; Spagnolini, U.
Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings. 2007. p. 490-493 4298355 (Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings).

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

TY - GEN

T1 - Estimation of block-fading channels with reduced-rank correlation matrix

AU - Simeone, O.

AU - Spagnolini, U.

PY - 2007

Y1 - 2007

N2 - In block-fading transmission, the discrete-time taps of time-varying channels can be generally modelled as a stationary random vector process with unknown and rank-deficient correlation matrix. The model applies to single/ multi-antenna systems for single/multi-carrier modulation. In this paper, we propose a hybrid estimator that sequentially estimates the (deterministic) rank-deficient channel correlation matrix and the (random) channel taps. In addition, we derive a bound on the corresponding estimation error by adapting the Cramer Rao bound (CRB) to the case of mixed deterministic and random parameters (Hybrid CRB). Finally, we assess that the proposed estimator is statistically efficient through comparison with the Hybrid CRB.

AB - In block-fading transmission, the discrete-time taps of time-varying channels can be generally modelled as a stationary random vector process with unknown and rank-deficient correlation matrix. The model applies to single/ multi-antenna systems for single/multi-carrier modulation. In this paper, we propose a hybrid estimator that sequentially estimates the (deterministic) rank-deficient channel correlation matrix and the (random) channel taps. In addition, we derive a bound on the corresponding estimation error by adapting the Cramer Rao bound (CRB) to the case of mixed deterministic and random parameters (Hybrid CRB). Finally, we assess that the proposed estimator is statistically efficient through comparison with the Hybrid CRB.

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DO - 10.1109/CISS.2007.4298355

M3 - Conference contribution

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SN - 1424410371

SN - 9781424410378

T3 - Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings

SP - 490

EP - 493

BT - Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings

T2 - 41st Annual Conference on Information Sciences and Systems, CISS 2007

Y2 - 14 March 2007 through 16 March 2007

ER -

Estimation of block-fading channels with reduced-rank correlation matrix

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