Analysis of LiDAR system performance through analogy with FSO communication systems
Year 2025,
Issue: 061, 73 - 87, 30.06.2025
Bünyamin Kaya
,
Ahmet Altuncu
Abstract
LiDAR (Light Detection and Ranging) systems are used in autonomous vehicle technology and environmental sensing applications. In this study, the performance of LiDAR systems is simulated by adapting it to a free space optical (FSO) communication system and analyzed using this approach. OptiSystem software was used in the simulation studies and different atmospheric conditions such as clear, rainy and extremely foggy weather conditions were considered. The performance of LiDAR systems under these conditions was evaluated; the effects of features on the backscattering ratios of the backscattered signals from the target surface and the effects of these outputs on system performance were evaluated. The results were analyzed to show that atmospheric conditions and target reflection rates affect the LiDAR system performance and that the received pulse quality is negatively affected by increasing the detection distance.
References
- [1] F. Scotti et. al., "Dual use architecture for innovative lidar and free space optical communications," Applied Optics, vol. 56, no. 31, pp. 8811-8815, 2017, doi:10.1364/AO.56.008811.
- [2] Bouchet, Olivier, et al. Free-space optics: propagation and communication. Vol. 91. John Wiley & Sons, 2010.
- [3] S. Bloom, E. Korevaar, J. Schuster, and H. Willebrand, "Understanding the performance of free-space optics," Journal of Optical Networking, vol. 2, no. 6, pp. 178-200, June 2003.
- [4] Wahab, Fauzi Abdul, et al. "Multiple transmitters & receivers for free space optical communication link performance analysis." Journal of Telecommunication, Electronic and Computer Engineering (JTEC), vol.8, no.5, pp. 29-32, 2016, https://jtec.utem.edu.my/jtec/article/view/731.
- [5] Ghassemlooy, Zabih, Wasiu Popoola, and Sujan Rajbhandari. Optical wireless communications: system and channel modelling with Matlab®. CRC press, 2019.
- [6] X. Zhu and J. M. Kahn, "Free-space optical communication through atmospheric turbulence channels," IEEE Transactions on Communications, vol. 50, no. 8, pp. 1293-1300, 2002.
- [7] Wu, X., Liu, P. and Matsumoto, M., “A study on atmospheric turbulence effects in full-optical free space communication systems”, In 6th International Conference on Wireless Communications Networking and Mobile Computing (WiCOM), IEEE, 2010, pp. 1-5.
- [8] X. Yang, W. Chunyang and L. Xuelian. "Research on the Attenuation Characteristics of LiDAR Transmission Energy in Different Atmospheric Environments." Atmosphere, vol.16, no.2/210, 2025, doi:10.3390/atmos16020210
- [9] Al-Dabbagh, Rasha, and Hamed Al-Raweshidy. "Millimeter-wave transmission technologies over fiber/fso for 5g+ networks." 2021 IEEE 11th International Conference on Consumer Electronics (ICCE-Berlin). IEEE, 2021.
- [10] Elfikky, Abdelrahman, et al. "Spatial diversity-based FSO links under adverse weather conditions: performance analysis." Optical and Quantum Electronics, vol.56, no.826, pp2-19, 2024, doi:10.1007/s11082-024-06625-y.
- [11] Zhang, Yu-Ge, et al. "Study on laser scattering depolarization characteristics of typical aerosol particles." Optics Communications, 518:128183, 2022.
- [12] L. You, and J. I. Guzman. "Lidar for autonomous driving: Theprinciples, challenges, and trends for automotive lidar and perception systems." IEEE Signal Processing Magazine, vol.37, no.4, pp. 50-61, 2020, doi: 10.1109/MSP.2020.2973615.
- [13] Y. Li, P. Duthon, M. Colomb and J. Ibanez-Guzman, "What Happens for a ToF LiDAR in Fog?," in IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 11, pp. 6670-6681, Nov. 2021.
- [14] M. Kutila, P. Pyykönen, W. Ritter, O. Sawade and B. Schäufele, "Automotive LIDAR sensor development scenarios for harsh weather conditions," 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Rio de Janeiro, Brazil, 2016, pp. 265-270.
- [15] B. Kaya, A. Altuncu. “Analysis Of The Effect Of Transmitter And Receiver Lens Aperture On System Performance In An Fso Communıcatıon System” 14th International Congress On Engineering, Architecture And Design. 28-29 December 2024.
- [16] Lambert, Jacob, et al. "Performance analysis of 10 models of 3D LiDARs for automated driving." IEEE Access, vol.8, no.2169-3536, pp. 131699-131722. 2020, doi: 10.1109/ACCESS.2020.3009680.
- [17] T. Zeng, J. Ji, L. Sun and Y. Song, "OCDMA-Based LiDAR Systems: Reducing False Alarm Probabilities in Autonomous Driving," in IEEE Photonics Journal, 2024. doi: 10.1109/JPHOT.2024.3524410.
- [18] Moradi, Hassan, et al. "BER analysis of optical wireless signals through lognormal fading channels with perfect CSI." 2010 17th International Conference on Telecommunications. IEEE, 2010.
- [19] Otgonbayar, Zambaga, et al. "Designing LiDAR‐Detectable Dark‐Tone Materials with High Near‐Infrared Reflectivity for Autonomous Driving: A Comprehensive Review." Advanced Functional Materials, vol.35 no. 2414876, pp.2-28, 2025, , doi:10.1002/adfm.202414876.
- [20] Killinger, Dennis. "Free space optics for laser communication through the air." Optics and photonics news, vol.13, no.10, pp.36-42, 2002, doi:10.1364/OPN.13.10.000036.
- [21] K. Hemani, V. K. Jain, and S. Kar. Free space optical communication. Vol. 60. ISSN, 1935-3847, New Delhi: Springer India, 2017.
- [22] Farid, A.A., Hranilovic, S, "Outage Capacity Optimization for Free-Space Optical Links With Pointing Errors", Journal of Lightwave Technology, vol. 25, no. 7, pp. 1702-1710, July 2007
- [23] Andrews, Larry C., and Ronald L. Phillips. "Laser beam propagation through random media." Laser Beam Propagation Through Random Media: Second Edition, 2005.
- [24] Kim, Duck-Lae, Hyun-Woo Park, and Yoon-Mo Yeon. "Analysis of optimal detection range performance of LiDAR systems applying coaxial optics." Heliyon, vol.8, no.12, 2022, doi:10.1016/j.heliyon.2022.e12493.
- [25] Nguyen, Thanh-Tuan, et al. "Improvement of accuracy and precision of the lidar system working in high background light conditions." Electronics, 11.1, 2021: 45.
- [26] Mingshi, Zhang, et al. "Phase-modulated continuous-wave coherent ranging method for optical phased array lidar." Optics Express, vol.31, no.4, pp.6514-6528, 2023, doi:10.1364/OE.477952.
- [27] Wang, Dingkang, et al. "A miniature LiDAR with a detached MEMS scanner for micro-robotics." IEEE Sensors Journal, vol.21, no.19, pp.21941-21946, 2021, doi: 10.1109/JSEN.2021.3079426.
- [28] Sharma, Abhishek, et al. "Measurement of target range and Doppler shift by incorporating PDM-enabled FMCW-based photonic radar." Optik, vol.262, no. 169191, 2022, doi:10.1016/j.ijleo.2022.169191.