LiDAR is a kind of active detection technology, which can acquire the three-dimensional spatial information of the target accurately and quickly. Due to its unique technical advantages in object recognition, classification, high-precision 3D imaging and measurement, the application scope and development prospect of LiDAR are quite broad. In this article, the principles of various LiDAR detection and 3D imaging systems are introduced, and the foreign and domestic development status of single point scanning, linear array sweeping and planar array 3D imaging LiDAR systems are summarized and sorted out. Meanwhile, their technical characteristics, advantages and disadvantages in different platforms and application fields such as spaceborne, airborne and vehicular platforms are compared and analyzed. Recently, 3D imaging LiDAR is gradually developed from single point scanning to small array scanning, line array sweep and array flash imaging. At the same time, the single photon detection technology is becoming mature and the detection sensitivity is getting higher and higher. With the development of modern detection technology more and more inclined to the fusion detection of various sensors, the development of 3D imaging is also inclined to the combination of active and passive imaging to obtain more abundant target information.
Review of advances in LiDAR detection and 3D imaging
First published at:Jul 01, 2019
1 McManamon P F.Review of ladar:a historic, yet emerging, sensor technology with rich phenomenology[J].Optical Engineering, 2012, 51(6):060901. DOI:10.1117/1.OE.51.6.060901
2 Stone W C, Juberts M, Dagalakis N G, et al.Performance analysis of next-generation LADAR for manufacturing, construction, and mobility[R].NISTIR 7117, 2004.
3 Richmond D R, Stephen C C.Direct-Detection LADAR Systems[M].USA:SPIE Press, 2010.
4 Gatt P, Johnson S, Nichols T.Geiger-mode avalanche photodiode ladar receiver performance characteristics and detection statistics[J].Applied Optics, 2009, 48(17):3261-3276. DOI:10.1364/AO.48.003261
5 Whyte R, Streeter L, Cree M J, et al.Application of lidar techniques to time-of-flight range imaging[J].Applied Optics, 2015, 54(33):9654-9664. DOI:10.1364/AO.54.009654
6 Jang J, Hwang S, Park K.Unambiguous range extension of a phase-shift based lidar by using two laser diodes with different modulation frequencies[C]//Proceedings of SPIE-International Conference on Optics in Precision Engineering and Nanotechnology, Singapore, 2013.
7 Fan Y Y.Study of phase distance measurement based on dual-frequency modulated signals[D].Taiyuan: North University of China, 2014.
8 Pierrottet D F, Amzajerdian F, Petway L B, et al.Linear FMCW laser radar for precision range and vector velocity measurements[J].MRS Proceedings, 2008, 1076:1076-K04-06. DOI:10.1557/PROC-1076-K04-06
9 Gao S, Hui R.Frequency-modulated continuous-wave lidar using I/Q modulator for simplified heterodyne detection[J].Optics Letters, 2012, 37(11):2022-2024. DOI:10.1364/OL.37.002022
10 Nobili S, Dominguez S, Garcia G, et al.16 channels Velodyne versus planar LiDARs based perception system for Large Scale 2D-SLAM[C]//7th Workshop on Planning, Perception and Navigation for Intelligent Vehicles, Hamburg, Germany, 2015: 131-136.
11 Degnan J J.A conceptual design for a spaceborne 3D imaging lidar[J].e & i Elektrotechnik und Informationstechnik, 2002, 119(4):99-106. DOI:10.1007/BF03161616
12 Marino R M, Stephens T, Hatch R E, et al.A compact 3D imaging laser radar system using Geiger-mode APD arrays: system and measurements[C]//Laser Radar Technology and Applications VIII, Orlando, Florida, United States, 2003, 5086: 1-16.
13 Hegna T, Pettersson H, Grujic K.Inexpensive 3-D laser scanner system based on a galvanometer scan head[C]//International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, UK, 2010.
14 Wang J Y, Hong G L, Bu H Y, et al.Study on airborne scanning ladar[J].Acta Optica Sinica, 2009, 29(9):2584-2589.
15 Ji R W, Zhao C M, Chen G.Analysis and calculation of scan trace of laser scanning rotation mirror[J].Chinese Journal of Lasers, 2011, 38(4):1-5.
16 Do Carmo J P.Imaging LIDAR technology developments at the European Space Agency[C]//International Conference on Applications of Optics and Photonics, Braga, Portugal, 2011, 8001: 800129.
17 Roth M W, Hunnell J C, Murphy K E, et al.High-resolution foliage penetration with gimbaled lidar[C]//Laser Radar Technology and Applications XII, Orlando, Florida, United States, 2007, 6550: 65500K.
18 Riegl.Industrial 2D laser Scanner LMS-Q120ii[Z].Riegl, 2009.
19 He J.Theory of high speed of scanning system of bistatic lidar and design[D].Xi'an: Xidian University, 2009.
20 Kim J D, Jung J K, Jeon B C, et al.Wide band laser heat treatment using pyramid polygon mirror[J].Optics and Lasers in Engineering, 2001, 35(5):285-297. DOI:10.1016/S0143-8166(01)00018-5
21 Stevenson G, Verdun H R, Stern P H, et al.Testing the helicopter obstacle avoidance system[C]//SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics.International Society for Optics and Photonics, Orlando, FL, United States, 1995: 93-103.
22 Hofmann U, Senger F, Soerensen F, et al.Biaxial resonant 7mm-MEMS mirror for automotive LIDAR application[C]//2012 International Conference on Optical MEMS & Nanophotonics, Banff, AB, Canada, 2012: 150-151.
23 Niclass C, Ito K, Soga M, et al.Design and characterization of a 256×64-pixel single-photon imager in CMOS for a MEMS-based laser scanning time-of-flight sensor[J].Optics Express, 2012, 20(11):11863-11881. DOI:10.1364/OE.20.011863
24 Lee X, Wang C H.Optical design for uniform scanning in MEMS-based 3D imaging lidar[J].Applied Optics, 2015, 54(9):2219-2223. DOI:10.1364/AO.54.002219
25 Yu J Y.The main technical branches and development trend of vehicle LiDAR[J].E-science Technology & Application, 2018, 9(6):18-24.
26 Yan Y W, An J M, Zhang J S, et al.Research progress of optical phased array technology[J].Laser & Optoelectronics Progress, 2018, 55:020006.
27 Nimelman M, Tripp J, Bailak G, et al.Spaceborne scanning lidar system (SSLS)[C]//Spaceborne Sensors Ⅱ, Defense & Security, Orlando, Florida, United States, 2005, 5798: 73-82.
28 Luo Y, He Y, Gao M, et al.A lidar system for acquisition, pointing, and tracking used in space rendezvous and docking with cooperative target[C]//Shanghai International Symposium on Remote Sensing and Social Development, Shanghai, 2013: 150-163.
29 Pfennigbauer M, M bius B, do Carmo J P.Echo digitizing imaging lidar for rendezvous and docking[C]//Laser Radar Technology and Applications XIV, SPIE Defense, Security, and Sensing, Orlando, Florida, United States, 2009, 7323: 732302-1-732302-9.
30 Abshire J B, Sun X L, Riris H, et al.Geoscience Laser Altimeter System (GLAS) on the ICESat Mission:On-orbit measurement performance[J].Geophysical Research Letters, 2005, 32(21):L21S02.
31 Sun X L, Abshire J B, McGarry J F, et al.Space lidar developed at the NASA goddard space flight center-The first 20 years[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6(3):1660-1675. DOI:10.1109/JSTARS.2013.2259578
32 Abshire J B.NASA's space lidar measurements of the earth and planets[C]//IEEE Photonics Society Meeting University of Maryland, Maryland, 2011.
33 Seidleck M.The ice, cloud, and land elevation satellite-2-Overview, science, and applications[C]//IEEE Aerospace Conference, Big Sky, MT, USA, 2018: 1-8.
34 Markus T, Neumann T, Martino A, et al.The Ice, Cloud, and land Elevation Satellite-2(ICESat-2):Science requirements, concept, and implementation[J].Remote Sensing of Environment, 2017, 190:260-273. DOI:10.1016/j.rse.2016.12.029
35 Yu A W, Krainak M A, Harding D J, et al.Development effort of the airborne lidar simulator for the lidar surface topography (LIST) mission[C]//Lidar Technologies, Techniques, and Measurements for Atmospheric Remote Sensing VII, Prague, Czech Republic, 2011, 8182: 818207.
36 Degnan J, McGarry J, Zagwodzki T, et al.Design and performance of an airborne multikilohertz, photon-counting, microlaser altimeter[C]//Proceedings of the ISPRS Workshop on Land Surface Mapping and Characterization Using Laser Altimetry, Annapolis, MD, 2001.
37 Degnan J, Wells D, Machan R, et al.Second generation airborne 3D imaging lidars based on photon counting[C]//Advanced Photon Counting Techniques II, Boston, MA, United States, 2007, 6771: 6771ON.
38 Gluckman J.Design of the processing chain for a high-altitude, airborne, single-photon lidar mapping instrument[C]//Laser Radar Technology & Applications XXI, Baltimore, Maryland, United States, 2016, 9832: 983203.
39 Albota M A, Aull B F, Fouche D G, et al.Three-dimensional imaging laser radars with Geiger-mode avalanche photodiode arrays[J]. Lincoln Laboratory Journal, 2002, 13(2):351-370.
40 Schultz K I, Kelly M W, Baker J J, et al.Digital-pixel focal plane array technology[J].Lincoln Laboratory Journal, 2014, 20(2):36-51.
41 Marino R M, Davis W R Jr.Jigsaw:A foliage-penetrating 3D imaging laser radar system[J]. Lincoln Laboratory Journal, 2005, 15(1):23-36.
42 Vaidyanathan M, Blask S, Higgins T, et al.Jigsaw phase Ⅲ: a miniaturized airborne 3-D imaging laser radar with photon-counting sensitivity for foliage penetration[C]//Laser Radar Technology and Applications XII, Orlando, Florida, United States, 2007, 6550: 6550ON.
43 Busck J, Heiselberg H.Gated viewing and high-accuracy three-dimensional laser radar[J].Applied Optics, 2004, 43(24):4705-4710. DOI:10.1364/AO.43.004705
44 Busck J.Underwater 3-D optical imaging with a gated viewing laser radar[J].Optical Engineering, 2005, 44(11):116001. DOI:10.1117/1.2127895
45 Laurenzis M, Christnacher F, Monnin D.Long-range three-dimensional active imaging with superresolution depth mapping[J].Optics Letters, 2007, 32(21):3146-3148. DOI:10.1364/OL.32.003146
46 Zhang X D, Yan H M, Jiang Y B.Pulse-shape-free method for long-range three-dimensional active imaging with high linear accuracy[J].Optics Letters, 2008, 33(11):1219-1221. DOI:10.1364/OL.33.001219
47 Zhang X D, Yan H M, Zhou Q.Overcoming the shot-noise limitation of three-dimensional active imaging[J].Optics Letters, 2011, 36(8):1434-1436. DOI:10.1364/OL.36.001434
48 Zhang X D, Yan H M.Three-dimensional active imaging with maximum depth range[J].Applied Optics, 2011, 50(12):1682-1686. DOI:10.1364/AO.50.001682
49 Jin C F, Sun X D, Zhao Y, et al.Gain-modulated three-dimensional active imaging with depth-independent depth accuracy[J].Optics Letters, 2009, 34(22):3550-3552. DOI:10.1364/OL.34.003550
50 Jin C F, Zhao Y, Sun X D, et al.Scannerless gain-modulated three-dimensional laser imaging radar[C]//Lidar Remote Sensing for Environmental Monitoring XII, San Diego, California, United States, 2011, 8159: 1-15.
51 Chen Z, Liu B, Wang S J, et al.Polarization-modulated three-dimensional imaging using a large-aperture electro-optic modulator[J].Applied Optics, 2018, 57(27):7750-7757. DOI:10.1364/AO.57.007750
52 Chen Z, Liu B, Wang S J, et al.Efficient subpixel registration for polarization-modulated 3D imaging[J].Optics Express, 2018, 26(18):23040-23050. DOI:10.1364/OE.26.023040
Get Citation: Liu Bo, Yu Yang, Jiang Shuo. Review of advances in LiDAR detection and 3D imaging[J]. Opto-Electronic Engineering, 2019, 46(7): 190167.