Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
139 tokens/sec
GPT-4o
47 tokens/sec
Gemini 2.5 Pro Pro
43 tokens/sec
o3 Pro
4 tokens/sec
GPT-4.1 Pro
47 tokens/sec
DeepSeek R1 via Azure Pro
28 tokens/sec
2000 character limit reached

Autonomous Shuttle Operation for Vulnerable Populations: Lessons and Experiences (2402.17593v2)

Published 27 Feb 2024 in cs.RO

Abstract: The increasing shortage of drivers poses a significant threat to vulnerable populations, particularly seniors and disabled individuals who heavily depend on public transportation for accessing healthcare services and social events. Autonomous Vehicles (AVs) emerge as a promising alternative, offering potential improvements in accessibility and independence for these groups. However, current designs and studies often overlook the unique needs and experiences of these populations, leading to potential accessibility barriers. This paper presents a detailed case study of an autonomous shuttle test specifically tailored for seniors and disabled individuals, conducted during the early stages of the COVID-19 pandemic. The service, which lasted 13 weeks, catered to approximately 1500 passengers in an urban setting, aiming to facilitate access to essential services. Drawing from the safety operator's experiences and direct observations, we identify critical user experience and safety challenges faced by vulnerable passengers. Based on our findings, we propose targeted initiatives to enhance the safety, accessibility, and user education of AV technology for seniors and disabled individuals. These include increasing educational opportunities to familiarize these groups with AV technology, designing AVs with a focus on diversity and inclusion, and improving training programs for AV operators to address the unique needs of vulnerable populations. Through these initiatives, we aim to bridge the gap in AV accessibility and ensure that these technologies benefit all members of society.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (6)
  1. A. M. Gimie, A. I. Melgar Castillo, C. D. Mullins, and J. R. Falvey, “Epidemiology of public transportation use among older adults in the united states,” Journal of the American Geriatrics Society, vol. 70, no. 12, pp. 3549–3559, 2022. [Online]. Available: https://agsjournals.onlinelibrary.wiley.com/doi/abs/10.1111/jgs.18055
  2. TransitCenter. (2022) Do not track bus operators in crisis. [Online]. Available: https://transitcenter.org/publication/bus-operators-in-crisis/
  3. B. Yang, M. Liang, and R. Urtasun, “Hdnet: Exploiting hd maps for 3d object detection,” in Conference on Robot Learning.   PMLR, 2018, pp. 146–155.
  4. M. Magnusson, “The three-dimensional normal-distributions transform — an efficient representation for registration, surface analysis, and loop detection,” Ph.D. dissertation, 12 2009.
  5. OpenStreetMap contributors, “Planet dump retrieved from https://planet.osm.org ,” https://www.openstreetmap.org , 2017.
  6. S. Patel. (2018) Disability rights. [Online]. Available: https://medium.com/@surajpatelnyc/protecting-the-rights-and-dignity-of-americans-with-disabilities-16335e36a03c

Summary

We haven't generated a summary for this paper yet.

X Twitter Logo Streamline Icon: https://streamlinehq.com