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Influence of Waveform Characteristics on LiDAR Ranging Accuracy and Precision

Authors :
Xiaolu Li
Bingwei Yang
Xinhao Xie
Duan Li
Lijun Xu
Source :
Sensors, Vol 18, Iss 4, p 1156 (2018)
Publication Year :
2018
Publisher :
MDPI AG, 2018.

Abstract

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.

Details

Language :
English
ISSN :
14248220
Volume :
18
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.5936bdac786b48fbaa7f0ce868242efb
Document Type :
article
Full Text :
https://doi.org/10.3390/s18041156