The Michigan Tech autonomous winter driving data set: Year two
Document Type
Conference Proceeding
Publication Date
4-23-2021
Department
Department of Electrical and Computer Engineering
Abstract
We present results of the second round of data from an autonomous driving surrogate sensor pod mounted to the roof rails of a light duty truck. Coupled to a custom built data acquisition system our team drives a series of predetermined routes during inclement winter weather events. Mostly, high rate snowfall events and blowing snow with low visibility. Since our year 1 effort we have augmented our sensor pod with longer range and higher resolution LiDARs and 360 azimuth cameras. Guest LiDARs in this round of testing focus on improving range and longer wavelengths. We will also discuss data processing and lessons learned from the first year of the experiment.
Publication Title
Proceedings of SPIE - The International Society for Optical Engineering
ISBN
9781510643338
Recommended Citation
Bos, J.,
Kurup, A.,
Chopp, D.,
&
Jeffries, Z.
(2021).
The Michigan Tech autonomous winter driving data set: Year two.
Proceedings of SPIE - The International Society for Optical Engineering,
11748.
http://doi.org/10.1117/12.2585864
Retrieved from: https://digitalcommons.mtu.edu/michigantech-p/15138