Boosting Ranging Performance of LiDAR Using Multi-Pulse Coherent Average

被引:19
作者
Li, Xiaolu [1 ]
Luo, Pei [1 ]
机构
[1] Beihang Univ, Sch Instrumentat & Optoelect Engn, State Key Lab Inertial Sci & Technol, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
ADC-based LiDAR; multi-pulse coherent average (MCA); SNR times precision (STP); signal-to-noise ratio (SNR); ranging performance; TO-DIGITAL CONVERTER; LASER; PRECISION; DESIGN; ERROR; NOISE;
D O I
10.1109/JSEN.2019.2910561
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To boost the ranging performance (precision, detection range, and accuracy) of analog-to-digital converter-based (ADC) LiDAR, a multi-pulse coherent average (MCA) method was utilized to improve signal-to-noise ratio (SNR) and consequently enhance the ranging precision. Based on a self-developed LiDAR system, extensive simulations and experiments were performed to verify the theory analysis and demonstrate the following points. First, the MCA method can greatly enhance the root mean square (rms) ranging precision from 11.7 to 1.3 cm. Yet, it cannot improve ranging accuracy. Second, improved ranging precision depends mainly on the selection of the accumulative pulse number (APN) included in the MCA. Given the original pulse signal SNR of 39 dB, the ranging precision can be improved from 3.9 cm to less than 0.5 cm, when APN is set to 85. Third, increased APN will generally enhance ranging precision, within limits.
引用
收藏
页码:6270 / 6278
页数:9
相关论文
共 27 条
  • [1] Chazette P, 2016, OPTICAL REMOTE SENSING OF LAND SURFACE: TECHNIQUES AND METHODS, P201
  • [2] A Low Nonlinearity, Missing-Code Free Time-to-Digital Converter Based on 28-nm FPGAs With Embedded Bin-Width Calibrations
    Chen, Haochang
    Zhang, Yongliang
    Li, David Day-Uei
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (07) : 1912 - 1921
  • [3] 3D pulsed chaos lidar system
    Cheng, Chih-Hao
    Chen, Chih-Ying
    Chen, Jun-Da
    Pan, Da-Kung
    Ting, Kai-Ting
    Lin, Fan-Yi
    [J]. OPTICS EXPRESS, 2018, 26 (09): : 12230 - 12241
  • [4] Spectral and spatial information from a novel dual-wavelength full-waveform terrestrial laser scanner for forest ecology
    Danson, F. Mark
    Sasse, Fadal
    Schofield, Lucy A.
    [J]. INTERFACE FOCUS, 2018, 8 (02)
  • [5] Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences
    Eitel, Jan U. H.
    Hoefle, Bernhard
    Vierling, Lee A.
    Abellan, Antonio
    Asner, Gregory P.
    Deems, Jeffrey S.
    Glennie, Craig L.
    Joerg, Philip C.
    LeWinter, Adam L.
    Magney, Troy S.
    Mandlburger, Gottfried
    Morton, Douglas C.
    Mueller, Joerg
    Vierling, Kerri T.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2016, 186 : 372 - 392
  • [6] Multi-wavelength canopy LiDAR for remote sensing of vegetation: Design and system performance
    Gong Wei
    Song Shalei
    Zhu Bo
    Shi Shuo
    Li Faquan
    Cheng Xuewu
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2012, 69 : 1 - 9
  • [7] EXPERIMENTAL VERIFICATION OF LASER COMMUNICATION SYSTEM DESIGN EQUATIONS
    HANNAN, WJ
    BORDOGNA, J
    KARLSONS, D
    [J]. IEEE TRANSACTIONS ON COMMUNICATION TECHNOLOGY, 1968, CO16 (04): : 631 - &
  • [8] A Multichannel High-Precision CMOS Time-to-Digital Converter for Laser-Scanner-Based Perception Systems
    Jansson, Jussi-Pekka
    Koskinen, Vesa
    Mantyniemi, Antti
    Kostamovaara, Juha
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2012, 61 (09) : 2581 - 2590
  • [9] Bound on range precision for shot-noise limited ladar systems
    Johnson, Steven
    Cain, Stephen
    [J]. APPLIED OPTICS, 2008, 47 (28) : 5147 - 5154
  • [10] Cramer-Rao lower bound on range error for LADARs with Geiger-mode avalanche photodiodes
    Johnson, Steven E.
    [J]. APPLIED OPTICS, 2010, 49 (24) : 4581 - 4590