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...

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Main Authors: Xiaolu Li, Bingwei Yang, Xinhao Xie, Duan Li, Lijun Xu
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/18/4/1156
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spelling doaj-5936bdac786b48fbaa7f0ce868242efb2020-11-24T22:06:38ZengMDPI AGSensors1424-82202018-04-01184115610.3390/s18041156s18041156Influence of Waveform Characteristics on LiDAR Ranging Accuracy and PrecisionXiaolu Li0Bingwei Yang1Xinhao Xie2Duan Li3Lijun Xu4School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaSchool of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, ChinaTime 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.http://www.mdpi.com/1424-8220/18/4/1156LiDAR rangingaccuracyprecisionwaveform characteristic
collection DOAJ
language English
format Article
sources DOAJ
author Xiaolu Li
Bingwei Yang
Xinhao Xie
Duan Li
Lijun Xu
spellingShingle Xiaolu Li
Bingwei Yang
Xinhao Xie
Duan Li
Lijun Xu
Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision
Sensors
LiDAR ranging
accuracy
precision
waveform characteristic
author_facet Xiaolu Li
Bingwei Yang
Xinhao Xie
Duan Li
Lijun Xu
author_sort Xiaolu Li
title Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision
title_short 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_sort influence of waveform characteristics on lidar ranging accuracy and precision
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-04-01
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.
topic LiDAR ranging
accuracy
precision
waveform characteristic
url http://www.mdpi.com/1424-8220/18/4/1156
work_keys_str_mv AT xiaoluli influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision
AT bingweiyang influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision
AT xinhaoxie influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision
AT duanli influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision
AT lijunxu influenceofwaveformcharacteristicsonlidarrangingaccuracyandprecision
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