Cargando…

Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm

Unmanned ground vehicles (UGVs) find extensive use in various applications, including that within industrial environments. Efforts have been made to develop cheap, portable, and light-ranging/positioning systems to accurately locate their absolute/relative position and to automatically avoid potenti...

Descripción completa

Detalles Bibliográficos
Autores principales: Laureti, Stefano, Mercuri, Marco, Hutchins, David A., Crupi, Felice, Ricci, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9785695/
https://www.ncbi.nlm.nih.gov/pubmed/36560268
http://dx.doi.org/10.3390/s22249899
_version_ 1784858111312396288
author Laureti, Stefano
Mercuri, Marco
Hutchins, David A.
Crupi, Felice
Ricci, Marco
author_facet Laureti, Stefano
Mercuri, Marco
Hutchins, David A.
Crupi, Felice
Ricci, Marco
author_sort Laureti, Stefano
collection PubMed
description Unmanned ground vehicles (UGVs) find extensive use in various applications, including that within industrial environments. Efforts have been made to develop cheap, portable, and light-ranging/positioning systems to accurately locate their absolute/relative position and to automatically avoid potential obstacles and/or collisions with other drones. To this aim, a promising solution is the use of ultrasonic systems, which can be set up on UGVs and can potentially output a precise reconstruction of the drone’s surroundings. In this framework, a so-called frequency-modulated continuous wave (FMCW) scheme is widely employed as a distance estimator. However, this technique suffers from low repeatability and accuracy at ranges of less than 50 mm when used in combination with low-resource hardware and commercial narrowband transducers, which is a distance range of the utmost importance to avoid potential collisions and/or imaging UGV surroundings. We hereby propose a modified FMCW-based scheme using an ad hoc time-shift of the reference signal. This was shown to improve performance at ranges below 50 mm while leaving the signal unaltered at greater distances. The capabilities of the modified FMCW were evaluated numerically and experimentally. A dramatic enhancement in performance was found for the proposed FMCW with respect to its standard counterpart, which is very close to that of the correlation approach. This work paves the way for the future use of FMCWs in applications requiring high precision.
format Online
Article
Text
id pubmed-9785695
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-97856952022-12-24 Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm Laureti, Stefano Mercuri, Marco Hutchins, David A. Crupi, Felice Ricci, Marco Sensors (Basel) Article Unmanned ground vehicles (UGVs) find extensive use in various applications, including that within industrial environments. Efforts have been made to develop cheap, portable, and light-ranging/positioning systems to accurately locate their absolute/relative position and to automatically avoid potential obstacles and/or collisions with other drones. To this aim, a promising solution is the use of ultrasonic systems, which can be set up on UGVs and can potentially output a precise reconstruction of the drone’s surroundings. In this framework, a so-called frequency-modulated continuous wave (FMCW) scheme is widely employed as a distance estimator. However, this technique suffers from low repeatability and accuracy at ranges of less than 50 mm when used in combination with low-resource hardware and commercial narrowband transducers, which is a distance range of the utmost importance to avoid potential collisions and/or imaging UGV surroundings. We hereby propose a modified FMCW-based scheme using an ad hoc time-shift of the reference signal. This was shown to improve performance at ranges below 50 mm while leaving the signal unaltered at greater distances. The capabilities of the modified FMCW were evaluated numerically and experimentally. A dramatic enhancement in performance was found for the proposed FMCW with respect to its standard counterpart, which is very close to that of the correlation approach. This work paves the way for the future use of FMCWs in applications requiring high precision. MDPI 2022-12-15 /pmc/articles/PMC9785695/ /pubmed/36560268 http://dx.doi.org/10.3390/s22249899 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Laureti, Stefano
Mercuri, Marco
Hutchins, David A.
Crupi, Felice
Ricci, Marco
Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title_full Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title_fullStr Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title_full_unstemmed Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title_short Modified FMCW Scheme for Improved Ultrasonic Positioning and Ranging of Unmanned Ground Vehicles at Distances < 50 mm
title_sort modified fmcw scheme for improved ultrasonic positioning and ranging of unmanned ground vehicles at distances < 50 mm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9785695/
https://www.ncbi.nlm.nih.gov/pubmed/36560268
http://dx.doi.org/10.3390/s22249899
work_keys_str_mv AT lauretistefano modifiedfmcwschemeforimprovedultrasonicpositioningandrangingofunmannedgroundvehiclesatdistances50mm
AT mercurimarco modifiedfmcwschemeforimprovedultrasonicpositioningandrangingofunmannedgroundvehiclesatdistances50mm
AT hutchinsdavida modifiedfmcwschemeforimprovedultrasonicpositioningandrangingofunmannedgroundvehiclesatdistances50mm
AT crupifelice modifiedfmcwschemeforimprovedultrasonicpositioningandrangingofunmannedgroundvehiclesatdistances50mm
AT riccimarco modifiedfmcwschemeforimprovedultrasonicpositioningandrangingofunmannedgroundvehiclesatdistances50mm