Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783289979818999808 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5751594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT azizmohsin blindcompensationofiqimpairmentsinwirelesstransceivers AT ghannouchifadhelm blindcompensationofiqimpairmentsinwirelesstransceivers AT helaouimohamed blindcompensationofiqimpairmentsinwirelesstransceivers |