Abstract

Although fully implemented autonomous vehicles (AVs) seem to be on the cusp of reality, standard evaluation and testing procedures still are lacking. This study conducted a preliminary evaluation of the technical feasibility, safety, and reliability of using AV technology, in particular a low-speed, self-driving shuttle known as Olli. The study designed a set of 12 testing scenarios and performed experiments to evaluate the operational capabilities, safety, and reliability of the self-driving shuttle on the University at Buffalo’s Connected and Automated Vehicles (CAVs) proving grounds. The scenarios were designed to evaluate the vehicle’s performance while simulating the operational scenarios that the shuttle would encounter when deployed in the real world at a medical and educational campus in downtown Buffalo, New York. Preliminary results provide insight into the operational characteristics of the self-driving shuttle; its stopping distance behavior; its ability to detect and safely react to obstacles, conflicts, and other hazards on the road; its car-following behavior; and the impact of inclement weather conditions on performance.

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Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request, including some Olli testing data.

Acknowledgments

This research was funded by a joint grant from the New York State Energy Research and Development Authority (NYSERDA), the New York State Department of Transportation (NYSDOT), and the Federal Highway Administration (FHWA) under Task assignment C-17-01; by matching funds from the University at Buffalo (UB); and by partial funding from the National Science Foundation (NSF) under Award 1626374. The authors thank NYSERDA, NYSDOT, FHWA, UB, and NSF for their generous support. The conclusions of this paper, however, represent the opinion of the authors, and do not constitute in any way official opinions of NYSERDA, NYSDOT, FHWA, or NSF. The authors also extend special thanks to several individuals whose cooperation and support were instrumental in accomplishing the objectives of this research. These include Athena Hutchins, Executive Director of the Niagara International Transportation Technology Coalition (NITTEC); Lisa Kenney, Smart Mobility Advisor to the Greater Buffalo Niagara Regional Transportation Council (GBNRTC); Bill Smith and Jamie Hamann-Burney, with the Buffalo-Niagara Medical Campus (BNMC); Mike Brown and Eric Thornton of Southwest Research Institute (SwRI); and Chris Austin, Director of UB Parking and Transportation.

References

2Getthere Admin 2016. “Operations contract of Driverless Parkshuttle extended with 2 years.” Accessed April 20, 2021. https://www.2getthere.eu/news/driverless-parkshuttle/.
Booz, Allen and Hamilton 2016. Vehicle automation and weather: Challenges and opportunity. Washington, DC: USDOT.
CityMobil2. 2016. “Final Report Summary—CITYMOBIL2 (Cities demonstrating cybernetic mobility).” Accessed June 18, 2020. https://cordis.europa.eu/project/id/314190/reporting.
Cregger, J., M. Dawes, S. Fischer, C. Lowenthal, E. Lowenthal, and D. Perlman. 2018. Low-speed automated shuttles: State of the practice. Washington, DC: USDOT.
Eden, G., B. Nanchen, R. Ramseyer, and F. Evéquoz. 2017. “On the road with an autonomous passenger shuttle: Integration in public spaces.” In Proc., ACM Conf. on Human Factors in Computing Systems. New York: Association of Computing Machinery.
Gardens by the Bay. 2015. “First fully-operational self-driving vehicle in Asia set to ply Gardens by the Bay in mid-2016.” Accessed June 18, 2020. https://www.gardensbythebay.com.sg/en/the-gardens/media-room.html#!12-oct-2015.
GATEway. 2020. “About.” Greenwich automated transport environment (GATEway) project website. Accessed June 18, 2020. https://gateway-project.org.uk/about/.
Kim, S.-W., et al. 2017. “Autonomous campus mobility services using driverless taxi.” IEEE Trans. Intell. Transp. Syst. 18 (12): 3513–3526. https://doi.org/10.1109/TITS.2017.2739127.
Lee, U., J. Jung, S. Shin, Y. Jeong, K. Park, D. Shim, and I.-S. Kweon. 2016. “EureCar turbo: A self-driving car that can handle adverse weather conditions.” In Proc., Int. Conf. on Intelligent Robots and Systems (IROS). New York: IEEE.
Lv, C., D. Cao, Y. Zhao, D. J. Auger, M. Sullman, H. Wang, L. M. Dutka, L. Skrypchuk, and A. Mouzakitis. 2018. “Analysis of autopilot disengagements occurring during autonomous vehicle testing.” IEEE/CAA J. Autom. Sin. 5 (1): 58–68. https://doi.org/10.1109/JAS.2017.7510745.
Mcity. 2018. “Mcity driverless shuttle: A case study.” Accessed June 19, 2020. https://mcity.umich.edu/wp-content/uploads/2018/09/mcity-driverless-shuttle-case-study.pdf.
NCSL (National Conference of State Legislatures). 2020. “Autonomous vehicles | self-driving vehicles enacted legislation.” Accessed June 18, 2020. http://www.ncsl.org/research/transportation/autonomous-vehicles-legislation.aspx.
PostBus. 2020. “Shaping the mobility of the future.” Accessed June 18, 2020. https://www.postauto.ch/en/project-smartshuttle-0.
Technologies for Safe and Efficient Transportation. 2018. “SmartShuttle: Model based design and evaluation of automated on-demand shuttles for solving the first-mile and last-mile problem in a smart city.” Accessed June 19, 2020. https://ppms.cit.cmu.edu/media/project_files/77-SmartShuttleFinalReport_N8JqGdH.pdf.
Thorn, E., S. Kimmel, and M. Chaka. 2018. A framework for automated driving system testable cases and scenarios. Washington, DC: National Highway Traffic Safety Administration.
Wen, B., S. Y. Belbal, B. A. Guvenc, and L. Guvenc. 2018. “Localization and perception for control and decision-making of a low-speed autonomous shuttle in a campus pilot deployment.” SAE Int. J. Connected Autom. Veh. 1 (2): 53–66. https://doi.org/10.4271/12-01-02-0003.
WSB and AECOM. 2018. “MnDOT autonomous bus pilot project: Testing and demonstration summary.” Accessed June 19, 2020. http://www.dot.state.mn.us/automated/bus/finalreport.pdf.

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Go to Journal of Transportation Engineering, Part A: Systems
Journal of Transportation Engineering, Part A: Systems
Volume 147Issue 8August 2021

History

Received: Oct 7, 2020
Accepted: Feb 4, 2021
Published online: May 17, 2021
Published in print: Aug 1, 2021
Discussion open until: Oct 17, 2021

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Authors

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Ph.D. Candidate, Dept. of Civil, Structural and Environmental Engineering, Univ. at Buffalo, Buffalo, NY 14260. ORCID: https://orcid.org/0000-0003-0929-9523.
Andrew P. Bartlett, Ph.D.
Transportation Engineer, Niagara International Transportation Technology Coalition, 93 Oak St., Buffalo, NY 14203.
Roman Dmowski
Research Scientist, Dept. of Computer Science and Engineering, Univ. at Buffalo, Buffalo, NY 14260.
David Duchscherer, F.ASCE https://orcid.org/0000-0002-6480-3211
P.E.
Chairman Emertius, Wendel, Centerpointe Corporate Park 375, Essjay Rd. Suite 200, Williamsville, NY 14221. ORCID: https://orcid.org/0000-0002-6480-3211.
Morton C. Frank Associate Professor, Dept. of Systems and Industrial Engineering, Dept. of Civil, Structural and Environmental Engineering, Univ. at Buffalo. ORCID: https://orcid.org/0000-0003-2596-4984.
Chunming Qiao, Ph.D.
SUNY Distinguished Professor and Chair, Dept. of Computer Science and Engineering, Univ. at Buffalo.
Professor, Dept. of Civil, Structural and Environmental Engineering, Univ. at Buffalo (corresponding author). ORCID: https://orcid.org/0000-0002-9976-0047. Email: [email protected]

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