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Blind Compensation of I/Q Impairments in Wireless Transceivers

The majority of techniques that deal with the mitigation of in-phase and quadrature-phase (I/Q) imbalance at the transmitter (pre-compensation) require long training sequences, reducing the throughput of the system. These techniques also require a feedback path, which adds more complexity and cost t...

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Autores principales: Aziz, Mohsin, Ghannouchi, Fadhel M., Helaoui, Mohamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751594/
https://www.ncbi.nlm.nih.gov/pubmed/29257081
http://dx.doi.org/10.3390/s17122948
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author Aziz, Mohsin
Ghannouchi, Fadhel M.
Helaoui, Mohamed
author_facet Aziz, Mohsin
Ghannouchi, Fadhel M.
Helaoui, Mohamed
author_sort Aziz, Mohsin
collection PubMed
description The majority of techniques that deal with the mitigation of in-phase and quadrature-phase (I/Q) imbalance at the transmitter (pre-compensation) require long training sequences, reducing the throughput of the system. These techniques also require a feedback path, which adds more complexity and cost to the transmitter architecture. Blind estimation techniques are attractive for avoiding the use of long training sequences. In this paper, we propose a blind frequency-independent I/Q imbalance compensation method based on the maximum likelihood (ML) estimation of the imbalance parameters of a transceiver. A closed-form joint probability density function (PDF) for the imbalanced I and Q signals is derived and validated. ML estimation is then used to estimate the imbalance parameters using the derived joint PDF of the output I and Q signals. Various figures of merit have been used to evaluate the efficacy of the proposed approach using extensive computer simulations and measurements. Additionally, the bit error rate curves show the effectiveness of the proposed method in the presence of the wireless channel and Additive White Gaussian Noise. Real-world experimental results show an image rejection of greater than 30 dB as compared to the uncompensated system. This method has also been found to be robust in the presence of practical system impairments, such as time and phase delay mismatches.
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spelling pubmed-57515942018-01-10 Blind Compensation of I/Q Impairments in Wireless Transceivers Aziz, Mohsin Ghannouchi, Fadhel M. Helaoui, Mohamed Sensors (Basel) Article The majority of techniques that deal with the mitigation of in-phase and quadrature-phase (I/Q) imbalance at the transmitter (pre-compensation) require long training sequences, reducing the throughput of the system. These techniques also require a feedback path, which adds more complexity and cost to the transmitter architecture. Blind estimation techniques are attractive for avoiding the use of long training sequences. In this paper, we propose a blind frequency-independent I/Q imbalance compensation method based on the maximum likelihood (ML) estimation of the imbalance parameters of a transceiver. A closed-form joint probability density function (PDF) for the imbalanced I and Q signals is derived and validated. ML estimation is then used to estimate the imbalance parameters using the derived joint PDF of the output I and Q signals. Various figures of merit have been used to evaluate the efficacy of the proposed approach using extensive computer simulations and measurements. Additionally, the bit error rate curves show the effectiveness of the proposed method in the presence of the wireless channel and Additive White Gaussian Noise. Real-world experimental results show an image rejection of greater than 30 dB as compared to the uncompensated system. This method has also been found to be robust in the presence of practical system impairments, such as time and phase delay mismatches. MDPI 2017-12-19 /pmc/articles/PMC5751594/ /pubmed/29257081 http://dx.doi.org/10.3390/s17122948 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Aziz, Mohsin
Ghannouchi, Fadhel M.
Helaoui, Mohamed
Blind Compensation of I/Q Impairments in Wireless Transceivers
title Blind Compensation of I/Q Impairments in Wireless Transceivers
title_full Blind Compensation of I/Q Impairments in Wireless Transceivers
title_fullStr Blind Compensation of I/Q Impairments in Wireless Transceivers
title_full_unstemmed Blind Compensation of I/Q Impairments in Wireless Transceivers
title_short Blind Compensation of I/Q Impairments in Wireless Transceivers
title_sort blind compensation of i/q impairments in wireless transceivers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751594/
https://www.ncbi.nlm.nih.gov/pubmed/29257081
http://dx.doi.org/10.3390/s17122948
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