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Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector

The development of light detection and ranging (lidar) technology began in the 1960s, following the invention of the laser, which represents the central component of this system, integrating laser scanning with an inertial measurement unit (IMU) and Global Positioning System (GPS). Lidar technology...

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Autores principales: Lopac, Nikola, Jurdana, Irena, Brnelić, Adrian, Krljan, Tomislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9415075/
https://www.ncbi.nlm.nih.gov/pubmed/36015703
http://dx.doi.org/10.3390/s22165946
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author Lopac, Nikola
Jurdana, Irena
Brnelić, Adrian
Krljan, Tomislav
author_facet Lopac, Nikola
Jurdana, Irena
Brnelić, Adrian
Krljan, Tomislav
author_sort Lopac, Nikola
collection PubMed
description The development of light detection and ranging (lidar) technology began in the 1960s, following the invention of the laser, which represents the central component of this system, integrating laser scanning with an inertial measurement unit (IMU) and Global Positioning System (GPS). Lidar technology is spreading to many different areas of application, from those in autonomous vehicles for road detection and object recognition, to those in the maritime sector, including object detection for autonomous navigation, monitoring ocean ecosystems, mapping coastal areas, and other diverse applications. This paper presents lidar system technology and reviews its application in the modern road transportation and maritime sector. Some of the better-known lidar systems for practical applications, on which current commercial models are based, are presented, and their advantages and disadvantages are described and analyzed. Moreover, current challenges and future trends of application are discussed. This paper also provides a systematic review of recent scientific research on the application of lidar system technology and the corresponding computational algorithms for data analysis, mainly focusing on deep learning algorithms, in the modern road transportation and maritime sector, based on an extensive analysis of the available scientific literature.
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spelling pubmed-94150752022-08-27 Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector Lopac, Nikola Jurdana, Irena Brnelić, Adrian Krljan, Tomislav Sensors (Basel) Review The development of light detection and ranging (lidar) technology began in the 1960s, following the invention of the laser, which represents the central component of this system, integrating laser scanning with an inertial measurement unit (IMU) and Global Positioning System (GPS). Lidar technology is spreading to many different areas of application, from those in autonomous vehicles for road detection and object recognition, to those in the maritime sector, including object detection for autonomous navigation, monitoring ocean ecosystems, mapping coastal areas, and other diverse applications. This paper presents lidar system technology and reviews its application in the modern road transportation and maritime sector. Some of the better-known lidar systems for practical applications, on which current commercial models are based, are presented, and their advantages and disadvantages are described and analyzed. Moreover, current challenges and future trends of application are discussed. This paper also provides a systematic review of recent scientific research on the application of lidar system technology and the corresponding computational algorithms for data analysis, mainly focusing on deep learning algorithms, in the modern road transportation and maritime sector, based on an extensive analysis of the available scientific literature. MDPI 2022-08-09 /pmc/articles/PMC9415075/ /pubmed/36015703 http://dx.doi.org/10.3390/s22165946 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 Review
Lopac, Nikola
Jurdana, Irena
Brnelić, Adrian
Krljan, Tomislav
Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title_full Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title_fullStr Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title_full_unstemmed Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title_short Application of Laser Systems for Detection and Ranging in the Modern Road Transportation and Maritime Sector
title_sort application of laser systems for detection and ranging in the modern road transportation and maritime sector
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9415075/
https://www.ncbi.nlm.nih.gov/pubmed/36015703
http://dx.doi.org/10.3390/s22165946
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