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Physics-Based Simulation Solutions for Testing Performance of Sensors and Perception Algorithm under Adverse Weather Conditions

Journal Article
12-05-04-0024
ISSN: 2574-0741, e-ISSN: 2574-075X
DOI: https://doi.org/10.4271/12-05-04-0024
Published April 13, 2022 by SAE International in United States
Physics-Based Simulation Solutions for Testing Performance of Sensors and Perception Algorithm under Adverse Weather Conditions
Sector:
Citation: Ozarkar, S., Gely, S., and Zhou, K., "Physics-Based Simulation Solutions for Testing Performance of Sensors and Perception Algorithm under Adverse Weather Conditions," SAE Intl. J CAV 5(4):297-312, 2022, https://doi.org/10.4271/12-05-04-0024.
Language: English

References

  1. SAE International Surface Vehicle Recommended Practice 2021
  2. Sundararajan , S. and Zohdy , I. 2016
  3. Hasirlioglu , S. 2020
  4. Hasirlioglu , S. and Riener , A. A General Approach for Simulating Rain Effects on Sensor Data in Real and Virtual Environments IEEE Transactions on Intelligent Vehicles 5 3 2020 426 438
  5. Göktürk , K. and Jönsson , A. 2019
  6. Jokela , M. , Kutila , M. , and Pyykönen , P. Testing and Validation of Automotive Point-Cloud Sensors in Adverse Weather Conditions Appl. Sci. 9 11 2019 2341
  7. Duthon , P. , Colomb , M. , and Bernardin , F. Light Transmission in Fog: The Influence of Wavelength on the Extinction Coefficient Appl. Sci. 9 14 2019 2843
  8. Heinzler , R. , Schindler , P. , Seekircher , J. , Ritter , W. et al. Weather Influence and Classification with Automotive Lidar Sensors IEEE Intelligent Vehicles Symposium (IV) Paris 1527 1534 2019
  9. Hautiere , N. , Tarel , J. , and Aubert , D. Towards Fog-Free In-Vehicle Vision Systems through Contrast Restoration 2007 IEEE Conference on Computer Vision and Pattern Recognition Minneapolis, MN 1 8 2007
  10. Goodin , C. , Carruth , D. , Doude , M. , and Hudson , C. Predicting the Influence of Rain on LIDAR in ADAS Electronics 8 1 2019 89
  12. Menter , F. and Lechner R. 2019
  14. Zemax® 2020
  15. Redmon , J. , and Farhadi , A. 2018

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