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Direct Wideband Coherent Localization by Distributed Antenna Arrays

We address wideband direct coherent localization of a radio transmitter by a distributed antenna array in a multipath scenario with spatially-coherent line-of-sight (LoS) signal components. Such a signal scenario is realistic in small cells, especially indoors in the mmWave range. The system model c...

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Autores principales: Vukmirović, Nenad, Erić, Miljko, Janjić, Miloš, Djurić, Petar M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832460/
https://www.ncbi.nlm.nih.gov/pubmed/31640259
http://dx.doi.org/10.3390/s19204582
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author Vukmirović, Nenad
Erić, Miljko
Janjić, Miloš
Djurić, Petar M.
author_facet Vukmirović, Nenad
Erić, Miljko
Janjić, Miloš
Djurić, Petar M.
author_sort Vukmirović, Nenad
collection PubMed
description We address wideband direct coherent localization of a radio transmitter by a distributed antenna array in a multipath scenario with spatially-coherent line-of-sight (LoS) signal components. Such a signal scenario is realistic in small cells, especially indoors in the mmWave range. The system model considers collocated time and phase synchronized receiving front-ends with antennas distributed in 3D space at known locations connected to the front-ends via calibrated coaxial cables or analog radio frequency over fiber links. The signal model assumes spherical wavefronts. We propose two ML-type algorithms (for known and unknown transmitter waveforms) and a subspace-based SCM-MUSIC algorithm for wideband direct coherent position estimation. We demonstrate the performance of the methods by Monte Carlo simulations. The results show that even in multipath environments, it is possible to achieve localization accuracy that is much better (by two to three orders of magnitude) than the carrier wavelength. They also suggest that the methods that do not exploit knowledge of the waveform have mean-squared errors approaching the Cramér–Rao bound.
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spelling pubmed-68324602019-11-25 Direct Wideband Coherent Localization by Distributed Antenna Arrays Vukmirović, Nenad Erić, Miljko Janjić, Miloš Djurić, Petar M. Sensors (Basel) Article We address wideband direct coherent localization of a radio transmitter by a distributed antenna array in a multipath scenario with spatially-coherent line-of-sight (LoS) signal components. Such a signal scenario is realistic in small cells, especially indoors in the mmWave range. The system model considers collocated time and phase synchronized receiving front-ends with antennas distributed in 3D space at known locations connected to the front-ends via calibrated coaxial cables or analog radio frequency over fiber links. The signal model assumes spherical wavefronts. We propose two ML-type algorithms (for known and unknown transmitter waveforms) and a subspace-based SCM-MUSIC algorithm for wideband direct coherent position estimation. We demonstrate the performance of the methods by Monte Carlo simulations. The results show that even in multipath environments, it is possible to achieve localization accuracy that is much better (by two to three orders of magnitude) than the carrier wavelength. They also suggest that the methods that do not exploit knowledge of the waveform have mean-squared errors approaching the Cramér–Rao bound. MDPI 2019-10-21 /pmc/articles/PMC6832460/ /pubmed/31640259 http://dx.doi.org/10.3390/s19204582 Text en © 2019 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
Vukmirović, Nenad
Erić, Miljko
Janjić, Miloš
Djurić, Petar M.
Direct Wideband Coherent Localization by Distributed Antenna Arrays
title Direct Wideband Coherent Localization by Distributed Antenna Arrays
title_full Direct Wideband Coherent Localization by Distributed Antenna Arrays
title_fullStr Direct Wideband Coherent Localization by Distributed Antenna Arrays
title_full_unstemmed Direct Wideband Coherent Localization by Distributed Antenna Arrays
title_short Direct Wideband Coherent Localization by Distributed Antenna Arrays
title_sort direct wideband coherent localization by distributed antenna arrays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832460/
https://www.ncbi.nlm.nih.gov/pubmed/31640259
http://dx.doi.org/10.3390/s19204582
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