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Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays

In this paper, we propose a massive MIMO (multiple-input-multiple-output) architecture with distributed steerable phased antenna subarrays for position estimation in the mmWave range. We also propose localization algorithms and a multistage/multiresolution search strategy that resolve the problem of...

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Autores principales: Vukmirović, Nenad, Janjić, Miloš, Djurić, Petar M., Erić, Miljko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5988789/
https://www.ncbi.nlm.nih.gov/pubmed/29904392
http://dx.doi.org/10.1186/s13634-018-0553-9
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author Vukmirović, Nenad
Janjić, Miloš
Djurić, Petar M.
Erić, Miljko
author_facet Vukmirović, Nenad
Janjić, Miloš
Djurić, Petar M.
Erić, Miljko
author_sort Vukmirović, Nenad
collection PubMed
description In this paper, we propose a massive MIMO (multiple-input-multiple-output) architecture with distributed steerable phased antenna subarrays for position estimation in the mmWave range. We also propose localization algorithms and a multistage/multiresolution search strategy that resolve the problem of high side lobes, which is inherent in spatially coherent localization. The proposed system is intended for use in line-of-sight indoor environments. Time synchronization between the transmitter and the receiving system is not required, and the algorithms can also be applied to a multiuser scenario. The simulation results for the line-of-sight-only and specular multipath scenarios show that the localization error is only a small fraction of the carrier wavelength and that it can be achieved under reasonable system parameters including signal-to-noise ratios, antenna number/placement, and subarray apertures. The proposed concept has the potential of significantly improving the capacity and spectral/energy efficiency of future mmWave massive MIMO systems.
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spelling pubmed-59887892018-06-12 Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays Vukmirović, Nenad Janjić, Miloš Djurić, Petar M. Erić, Miljko EURASIP J Adv Signal Process Research In this paper, we propose a massive MIMO (multiple-input-multiple-output) architecture with distributed steerable phased antenna subarrays for position estimation in the mmWave range. We also propose localization algorithms and a multistage/multiresolution search strategy that resolve the problem of high side lobes, which is inherent in spatially coherent localization. The proposed system is intended for use in line-of-sight indoor environments. Time synchronization between the transmitter and the receiving system is not required, and the algorithms can also be applied to a multiuser scenario. The simulation results for the line-of-sight-only and specular multipath scenarios show that the localization error is only a small fraction of the carrier wavelength and that it can be achieved under reasonable system parameters including signal-to-noise ratios, antenna number/placement, and subarray apertures. The proposed concept has the potential of significantly improving the capacity and spectral/energy efficiency of future mmWave massive MIMO systems. Springer International Publishing 2018-06-05 2018 /pmc/articles/PMC5988789/ /pubmed/29904392 http://dx.doi.org/10.1186/s13634-018-0553-9 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Vukmirović, Nenad
Janjić, Miloš
Djurić, Petar M.
Erić, Miljko
Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title_full Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title_fullStr Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title_full_unstemmed Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title_short Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
title_sort position estimation with a millimeter-wave massive mimo system based on distributed steerable phased antenna arrays
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5988789/
https://www.ncbi.nlm.nih.gov/pubmed/29904392
http://dx.doi.org/10.1186/s13634-018-0553-9
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