Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Xiaolu, Yang, Bingwei, Xie, Xinhao, Li, Duan, Xu, Lijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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
_version_ 1783322650972520448
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