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Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †

This paper addresses some of the existing research gaps in the practical use of acoustic waves for navigation of autonomous air and surface vehicles. After providing a characterisation of ultrasonic transducers, a multistatic sensor arrangement is discussed, with multiple transmitters broadcasting t...

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Autores principales: Kapoor, Rohan, Gardi, Alessandro, Sabatini, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582715/
https://www.ncbi.nlm.nih.gov/pubmed/33050037
http://dx.doi.org/10.3390/s20195718
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author Kapoor, Rohan
Gardi, Alessandro
Sabatini, Roberto
author_facet Kapoor, Rohan
Gardi, Alessandro
Sabatini, Roberto
author_sort Kapoor, Rohan
collection PubMed
description This paper addresses some of the existing research gaps in the practical use of acoustic waves for navigation of autonomous air and surface vehicles. After providing a characterisation of ultrasonic transducers, a multistatic sensor arrangement is discussed, with multiple transmitters broadcasting their respective signals in a round-robin fashion, following a time division multiple access (TDMA) scheme. In particular, an optimisation methodology for the placement of transmitters in a given test volume is presented with the objective of minimizing the position dilution of precision (PDOP) and maximizing the sensor availability. Additionally, the contribution of platform dynamics to positioning error is also analysed in order to support future ground and flight vehicle test activities. Results are presented of both theoretical and experimental data analysis performed to determine the positioning accuracy attainable from the proposed multistatic acoustic navigation sensor. In particular, the ranging errors due to signal delays and attenuation of sound waves in air are analytically derived, and static indoor positioning tests are performed to determine the positioning accuracy attainable with different transmitter–receiver-relative geometries. Additionally, it is shown that the proposed transmitter placement optimisation methodology leads to increased accuracy and better coverage in an indoor environment, where the required position, velocity, and time (PVT) data cannot be delivered by satellite-based navigation systems.
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spelling pubmed-75827152020-10-28 Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor † Kapoor, Rohan Gardi, Alessandro Sabatini, Roberto Sensors (Basel) Article This paper addresses some of the existing research gaps in the practical use of acoustic waves for navigation of autonomous air and surface vehicles. After providing a characterisation of ultrasonic transducers, a multistatic sensor arrangement is discussed, with multiple transmitters broadcasting their respective signals in a round-robin fashion, following a time division multiple access (TDMA) scheme. In particular, an optimisation methodology for the placement of transmitters in a given test volume is presented with the objective of minimizing the position dilution of precision (PDOP) and maximizing the sensor availability. Additionally, the contribution of platform dynamics to positioning error is also analysed in order to support future ground and flight vehicle test activities. Results are presented of both theoretical and experimental data analysis performed to determine the positioning accuracy attainable from the proposed multistatic acoustic navigation sensor. In particular, the ranging errors due to signal delays and attenuation of sound waves in air are analytically derived, and static indoor positioning tests are performed to determine the positioning accuracy attainable with different transmitter–receiver-relative geometries. Additionally, it is shown that the proposed transmitter placement optimisation methodology leads to increased accuracy and better coverage in an indoor environment, where the required position, velocity, and time (PVT) data cannot be delivered by satellite-based navigation systems. MDPI 2020-10-08 /pmc/articles/PMC7582715/ /pubmed/33050037 http://dx.doi.org/10.3390/s20195718 Text en © 2020 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
Kapoor, Rohan
Gardi, Alessandro
Sabatini, Roberto
Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title_full Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title_fullStr Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title_full_unstemmed Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title_short Network Optimisation and Performance Analysis of a Multistatic Acoustic Navigation Sensor †
title_sort network optimisation and performance analysis of a multistatic acoustic navigation sensor †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582715/
https://www.ncbi.nlm.nih.gov/pubmed/33050037
http://dx.doi.org/10.3390/s20195718
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