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Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency
Self-driving vehicles demand efficient and reliable depth-sensing technologies. Lidar, with its capability for long-distance, high-precision measurement, is a crucial component in this pursuit. However, conventional mechanical scanning implementations suffer from reliability, cost, and frame rate li...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650695/ https://www.ncbi.nlm.nih.gov/pubmed/37960642 http://dx.doi.org/10.3390/s23218943 |
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author | Taneski, Filip Gyongy, Istvan Al Abbas, Tarek Henderson, Robert K. |
author_facet | Taneski, Filip Gyongy, Istvan Al Abbas, Tarek Henderson, Robert K. |
author_sort | Taneski, Filip |
collection | PubMed |
description | Self-driving vehicles demand efficient and reliable depth-sensing technologies. Lidar, with its capability for long-distance, high-precision measurement, is a crucial component in this pursuit. However, conventional mechanical scanning implementations suffer from reliability, cost, and frame rate limitations. Solid-state lidar solutions have emerged as a promising alternative, but the vast amount of photon data processed and stored using conventional direct time-of-flight (dToF) prevents long-distance sensing unless power-intensive partial histogram approaches are used. In this paper, we introduce a groundbreaking ‘guided’ dToF approach, harnessing external guidance from other onboard sensors to narrow down the depth search space for a power and data-efficient solution. This approach centers around a dToF sensor in which the exposed time window of independent pixels can be dynamically adjusted. We utilize a 64-by-32 macropixel dToF sensor and a pair of vision cameras to provide the guiding depth estimates. Our demonstrator captures a dynamic outdoor scene at 3 fps with distances up to 75 m. Compared to a conventional full histogram approach, on-chip data is reduced by over twenty times, while the total laser cycles in each frame are reduced by at least six times compared to any partial histogram approach. The capability of guided dToF to mitigate multipath reflections is also demonstrated. For self-driving vehicles where a wealth of sensor data is already available, guided dToF opens new possibilities for efficient solid-state lidar. |
format | Online Article Text |
id | pubmed-10650695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106506952023-11-03 Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency Taneski, Filip Gyongy, Istvan Al Abbas, Tarek Henderson, Robert K. Sensors (Basel) Article Self-driving vehicles demand efficient and reliable depth-sensing technologies. Lidar, with its capability for long-distance, high-precision measurement, is a crucial component in this pursuit. However, conventional mechanical scanning implementations suffer from reliability, cost, and frame rate limitations. Solid-state lidar solutions have emerged as a promising alternative, but the vast amount of photon data processed and stored using conventional direct time-of-flight (dToF) prevents long-distance sensing unless power-intensive partial histogram approaches are used. In this paper, we introduce a groundbreaking ‘guided’ dToF approach, harnessing external guidance from other onboard sensors to narrow down the depth search space for a power and data-efficient solution. This approach centers around a dToF sensor in which the exposed time window of independent pixels can be dynamically adjusted. We utilize a 64-by-32 macropixel dToF sensor and a pair of vision cameras to provide the guiding depth estimates. Our demonstrator captures a dynamic outdoor scene at 3 fps with distances up to 75 m. Compared to a conventional full histogram approach, on-chip data is reduced by over twenty times, while the total laser cycles in each frame are reduced by at least six times compared to any partial histogram approach. The capability of guided dToF to mitigate multipath reflections is also demonstrated. For self-driving vehicles where a wealth of sensor data is already available, guided dToF opens new possibilities for efficient solid-state lidar. MDPI 2023-11-03 /pmc/articles/PMC10650695/ /pubmed/37960642 http://dx.doi.org/10.3390/s23218943 Text en © 2023 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 Taneski, Filip Gyongy, Istvan Al Abbas, Tarek Henderson, Robert K. Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title | Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title_full | Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title_fullStr | Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title_full_unstemmed | Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title_short | Guided Direct Time-of-Flight Lidar Using Stereo Cameras for Enhanced Laser Power Efficiency |
title_sort | guided direct time-of-flight lidar using stereo cameras for enhanced laser power efficiency |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650695/ https://www.ncbi.nlm.nih.gov/pubmed/37960642 http://dx.doi.org/10.3390/s23218943 |
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