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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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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. |
format | Online Article Text |
id | pubmed-5988789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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