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Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision
Time of flight (TOF) based light detection and ranging (LiDAR) is a technology for calculating distance between start/stop signals of time of flight. In lab-built LiDAR, two ranging systems for measuring flying time between start/stop signals include time-to-digital converter (TDC) that counts time...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948876/ https://www.ncbi.nlm.nih.gov/pubmed/29642639 http://dx.doi.org/10.3390/s18041156 |
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author | Li, Xiaolu Yang, Bingwei Xie, Xinhao Li, Duan Xu, Lijun |
author_facet | Li, Xiaolu Yang, Bingwei Xie, Xinhao Li, Duan Xu, Lijun |
author_sort | Li, Xiaolu |
collection | PubMed |
description | Time of flight (TOF) based light detection and ranging (LiDAR) is a technology for calculating distance between start/stop signals of time of flight. In lab-built LiDAR, two ranging systems for measuring flying time between start/stop signals include time-to-digital converter (TDC) that counts time between trigger signals and analog-to-digital converter (ADC) that processes the sampled start/stop pulses waveform for time estimation. We study the influence of waveform characteristics on range accuracy and precision of two kinds of ranging system. Comparing waveform based ranging (WR) with analog discrete return system based ranging (AR), a peak detection method (WR-PK) shows the best ranging performance because of less execution time, high ranging accuracy, and stable precision. Based on a novel statistic mathematical method maximal information coefficient (MIC), WR-PK precision has a high linear relationship with the received pulse width standard deviation. Thus keeping the received pulse width of measuring a constant distance as stable as possible can improve ranging precision. |
format | Online Article Text |
id | pubmed-5948876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59488762018-05-17 Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision Li, Xiaolu Yang, Bingwei Xie, Xinhao Li, Duan Xu, Lijun Sensors (Basel) Article Time of flight (TOF) based light detection and ranging (LiDAR) is a technology for calculating distance between start/stop signals of time of flight. In lab-built LiDAR, two ranging systems for measuring flying time between start/stop signals include time-to-digital converter (TDC) that counts time between trigger signals and analog-to-digital converter (ADC) that processes the sampled start/stop pulses waveform for time estimation. We study the influence of waveform characteristics on range accuracy and precision of two kinds of ranging system. Comparing waveform based ranging (WR) with analog discrete return system based ranging (AR), a peak detection method (WR-PK) shows the best ranging performance because of less execution time, high ranging accuracy, and stable precision. Based on a novel statistic mathematical method maximal information coefficient (MIC), WR-PK precision has a high linear relationship with the received pulse width standard deviation. Thus keeping the received pulse width of measuring a constant distance as stable as possible can improve ranging precision. MDPI 2018-04-10 /pmc/articles/PMC5948876/ /pubmed/29642639 http://dx.doi.org/10.3390/s18041156 Text en © 2018 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 Li, Xiaolu Yang, Bingwei Xie, Xinhao Li, Duan Xu, Lijun Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title | Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title_full | Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title_fullStr | Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title_full_unstemmed | Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title_short | Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision |
title_sort | influence of waveform characteristics on lidar ranging accuracy and precision |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948876/ https://www.ncbi.nlm.nih.gov/pubmed/29642639 http://dx.doi.org/10.3390/s18041156 |
work_keys_str_mv | AT lixiaolu influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision AT yangbingwei influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision AT xiexinhao influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision AT liduan influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision AT xulijun influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision |