On the performance evaluation of blind system identification in presence of side information

Qadri Mayyala; Karim Abed-Meraim; Azzedine Zerguine

doi:10.1109/IWCMC.2017.7986289

On the performance evaluation of blind system identification in presence of side information

Qadri Mayyala, Karim Abed-Meraim, Azzedine Zerguine

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

2 Scopus citations

Abstract

This paper investigates the impact of certain side information that are available in the channels and/or signals on the blind system identification through the Cramer-Rao Bound (CRB). More precisely, we considered a Single Input Multiple Output (SIMO) system, and studied, for different scenarios, the performance bounds for channel estimation in both deterministic and Bayesian cases. The latter correspond to the situations where side information is brought by either a pilot sequence (semi-blind case), channel sparsity (specular channel case) or certain signal's statistical properties such as the non-circularity. This analysis allows us to have a better understanding of the behavior of the blind channel estimation when the considered side information is taken into account.

Original language	English
Title of host publication	2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	218-222
Number of pages	5
ISBN (Electronic)	9781509043729
DOIs	https://doi.org/10.1109/IWCMC.2017.7986289
State	Published - 19 Jul 2017

Publication series

Name	2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

ASJC Scopus subject areas

Computer Networks and Communications
Hardware and Architecture
Signal Processing

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10.1109/IWCMC.2017.7986289

Cite this

Mayyala, Q., Abed-Meraim, K., & Zerguine, A. (2017). On the performance evaluation of blind system identification in presence of side information. In 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017 (pp. 218-222). Article 7986289 (2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWCMC.2017.7986289

Mayyala, Qadri ; Abed-Meraim, Karim ; Zerguine, Azzedine. / On the performance evaluation of blind system identification in presence of side information. 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 218-222 (2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017).

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title = "On the performance evaluation of blind system identification in presence of side information",

abstract = "This paper investigates the impact of certain side information that are available in the channels and/or signals on the blind system identification through the Cramer-Rao Bound (CRB). More precisely, we considered a Single Input Multiple Output (SIMO) system, and studied, for different scenarios, the performance bounds for channel estimation in both deterministic and Bayesian cases. The latter correspond to the situations where side information is brought by either a pilot sequence (semi-blind case), channel sparsity (specular channel case) or certain signal's statistical properties such as the non-circularity. This analysis allows us to have a better understanding of the behavior of the blind channel estimation when the considered side information is taken into account.",

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language = "English",

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Mayyala, Q, Abed-Meraim, K & Zerguine, A 2017, On the performance evaluation of blind system identification in presence of side information. in 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017., 7986289, 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017, Institute of Electrical and Electronics Engineers Inc., pp. 218-222. https://doi.org/10.1109/IWCMC.2017.7986289

On the performance evaluation of blind system identification in presence of side information. / Mayyala, Qadri; Abed-Meraim, Karim; Zerguine, Azzedine.
2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 218-222 7986289 (2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017).

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

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Mayyala Q, Abed-Meraim K, Zerguine A. On the performance evaluation of blind system identification in presence of side information. In 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 218-222. 7986289. (2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017). doi: 10.1109/IWCMC.2017.7986289

On the performance evaluation of blind system identification in presence of side information

Abstract

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Bibliographical note

ASJC Scopus subject areas

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