Articles | Volume 11, issue 1
https://doi.org/10.5194/jsss-11-187-2022
https://doi.org/10.5194/jsss-11-187-2022
Regular research article
 | 
29 Jun 2022
Regular research article |  | 29 Jun 2022

Near-infrared LED system to recognize road surface conditions for autonomous vehicles

Hongyi Zhang, Shéhérazade Azouigui, Rabia Sehab, and Moussa Boukhnifer

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Cited articles

Anderson, J. M., Nidhi, K., Stanley, K. D., Sorensen, P., Samaras, C., and Oluwatola, O. A.: Autonomous vehicle technology: A guide for policymakers, Rand Corporation, https://www.rand.org/pubs/research_reports/RR443-2.html (last access: October 2021), 2014. a
Casselgren, J., Sjödahl, M., and LeBlanc, J.: Angular spectral response from covered asphalt, Appl. Optics, 46, 4277–4288, 2007. a, b, c, d, e, f, g, h, i, j, k, l, m
Casselgren, J., Sjödahl, M., and LeBlanc, J. P.: Model-based winter road classification, Int. J. Vehic. Syst. Model. Test., 7, 268–284, 2012. a, b, c, d
Casselgren, J., Rosendahl, S., Sjödahl, M., and Jonsson, P.: Road condition analysis using NIR illumination and compensating for surrounding light, Opt. Laser. Eng., 77, 175–182, 2016. a, b, c, d, e, f
Cho, Y. and Kim, J.-J.: Lifetime decrease of halogen lamps for automotive by duty cycle stress, IEEE T. Reliabil., 60, 550–556, 2011. a
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Short summary
In this paper, a near-infrared LED system is proposed for autonomous vehicles to distinguish between weather-induced road surface conditions (dry, wet, snow, ice, water). For the LED spectra, the influence of the LED bandwidth is investigated. To assess the performance of the system for a long detection range, experiments with large incident angles are conducted. The feasibility of this system is proved via a laboratory experiment with three near-infrared LEDs and a camera.