U.S. flag An official website of the United States government.
Official websites use .gov

A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS

A lock ( ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Autonomous Vehicles

rosaP Repository & Open Science Access Portal

By leveraging advanced technologies, Autonomous Vehicles (AVs) hold the potential to increase transportation safety and efficiency. This collection showcases USDOT-funded research and data concerning AVs. Bookmark this collection: https://rosap.ntl.bts.gov/collection_avs OR https://doi.org/10.21949/1x81-qs91.

(13)
(48)
(85)
(118)
(118)
(103)
(109)
(86)
(44)
(29)
(21)
(9)
(9)
(8)
(1)
(3)
(2)
(4)
(2)
(2)
(1)
(3)
(3)
(2)
(3)
(2)
(1)
(3)
(5)
(8)
(8)
(11)
(5)
(2)
(1)
(2)
(1)
(1)
0 of 38
(1)
(1)
(2)
(1)
(1)
(3)
(3)
(2)
(3)
(2)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(2)
(1)
(1)
(2)
(2)
(2)
(1)
(1)
(2)
(2)
(1)
(4)
(1)
(1)
(3)
(1)
(4)
(2)
(1)
(1)
(1)
(5)
(2)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(3)
(1)
(1)
(3)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(2)
(1)
(2)
(3)
(6)
(1)
(1)
(1)
(7)
(3)
(1)
(1)
(1)
(4)
(1)
(1)
(1)
(2)
(4)
(3)
(2)
(5)
(1)
(1)
(1)
(1)
(4)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(4)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(5)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(3)
(2)
(3)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(2)
(2)
(4)
(5)
(1)
(3)
(1)
(1)
(1)
(1)
(5)
(3)
(1)
(4)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(3)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(7)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(8)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(3)
(1)
(1)
(1)
(1)
(12)
(3)
(4)
(1)
(7)
(1)
(1)
(1)
(1)
(13)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(3)
(2)
(2)
(1)
(1)
(4)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(3)
(2)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(5)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(4)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(2)
(4)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(4)
(3)
(1)
(2)
(3)
(1)
(1)
(5)
(2)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(4)
(1)
(1)
(1)
(1)
(8)
(1)
(1)
(1)
(1)
(1)
(6)
(1)
(2)
(1)
(1)
(1)
(1)
(3)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(4)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(3)
(6)
(4)
(5)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(2)
(6)
(2)
(2)
(4)
(3)
(2)
(2)
(3)
(2)
(3)
(3)
(2)
(3)
(2)
(2)
(5)
(3)
(3)
(4)
(2)
(8)
(3)
(5)
(2)
(6)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(2)
(2)
(2)
(4)
(5)
(2)
(2)
(2)
(2)
(2)
(6)
(2)
(3)
(6)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(7)
(2)
(5)
(2)
(2)
(2)
(2)
(5)
(2)
(6)
(2)
(2)
(3)
(4)
(4)
(2)
(3)
(2)
(3)
(2)
(3)
(4)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(2)
(4)
(5)
(2)
(8)
(4)
(10)
(2)
(7)
(3)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(4)
(9)
(4)
(2)
(3)
(2)
(6)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(23)
(2)
(8)
(4)
(2)
(2)
(2)
(4)
(2)
(3)
(4)
(2)
(2)
(2)
(2)
(2)
(6)
(2)
(2)
(3)
(2)
(2)
(2)
(3)
(2)
(3)
(2)
(2)
(2)
(7)
(2)
(2)
(2)
(3)
(7)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(4)
(2)
(2)
(6)
(4)
(3)
(5)
(3)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(3)
(4)
(2)
(3)
(7)
(5)
(4)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(3)
(3)
(2)
(2)
(2)
(3)
(2)
(2)
(5)
(2)
(3)
(3)
(3)
(2)
(5)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(4)
(7)
(3)
(2)
(2)
(4)
(3)
(2)
(6)
(2)
(2)
(3)
(4)
(2)
(3)
(5)
(2)
(5)
(7)
(15)
(7)
(3)
(6)
(2)
(2)
(3)
(6)
(3)
(13)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(4)
(2)
(2)
(4)
(4)
(2)
(7)
(2)
(3)
(3)
(2)
(2)
(2)
(4)
(3)
(2)
(7)
(2)
(2)
(3)
(6)
(2)
(6)
(2)
(2)
(3)
(2)
(2)
(3)
(2)
(6)
(2)
(6)
(2)
(3)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(3)
(5)
(2)
(2)
(2)
(2)
(4)
(3)
(3)
(2)
(2)
(3)
(2)
(2)
(2)
(3)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(5)
(3)
(2)
(3)
(2)
(2)
(4)
(2)
(2)
(2)
(2)
(7)
(3)
(3)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(5)
(7)
(2)
(3)
(3)
(2)
(3)
(2)
(2)
(3)
(2)
(2)
(3)
(2)
(2)
(3)
(2)
(2)
(4)
(3)
(2)
(5)
(2)
(2)
(2)
(3)
(2)
(2)
(3)
(2)
(2)
(5)
(2)
(5)
(3)
(2)
(5)
(2)
(2)
(3)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(3)
(4)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(2)
(5)
(2)
(3)
(2)
(2)
(2)
(3)
(2)
(3)
(5)
(2)
(2)
(2)
(2)
(2)
(4)
(2)
(2)
(4)
(4)
(3)
(2)
(2)
(2)
(3)
(5)
(5)
(3)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(3)
(4)
(3)
(3)
(2)
(2)
(4)
(4)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
0 of 1000
(1)
(71)
(2)
(62)
(1)
(9)
(3)
(17)
(6)
(20)
(1)
(5)
(15)
(1)
(658)
(3)
(1)
0 of 17
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(8)
(79)
(4)
(3)
(6)
(2)
(2)
(2)
(1)
(5)
(20)
(5)
(4)
(13)
(2)
(18)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(1)
(2)
(2)
(1)
(1)
(2)
(15)
(1)
(16)
(12)
(3)
(6)
(2)
(14)
(1)
(3)
(21)
(14)
(1)
(6)
(6)
(1)
(17)
(3)
(5)
(1)
(1)
(2)
(2)
(1)
(4)
(9)
(1)
(2)
(1)
(9)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(3)
(1)
(7)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(7)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(4)
(4)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(6)
(1)
(4)
(2)
(2)
(1)
(8)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
0 of 292
(1)
(1)
(1)
(5)
0 of 4
(1)
(8)
(5)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(3)
(10)
(1)
(1)
(1)
(2)
(2)
(6)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(4)
(1)
(4)
(1)
(5)
(1)
(11)
(4)
(2)
(6)
(1)
(1)
(1)
(5)
(1)
(7)
(84)
(1)
(1)
(11)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(13)
(3)
(1)
(1)
(1)
(3)
(1)
(25)
(3)
(3)
(1)
(1)
(1)
(7)
(1)
(1)
(1)
(3)
(3)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(4)
(5)
(1)
(1)
(3)
(1)
(1)
(1)
(11)
(1)
(1)
(3)
(2)
(1)
(1)
(2)
(1)
(1)
(3)
(1)
(1)
(1)
(13)
(2)
(1)
(1)
(1)
(1)
(2)
(2)
(37)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(6)
(5)
(1)
(4)
(2)
(1)
(10)
(1)
(1)
(5)
(2)
(1)
(2)
(1)
(1)
(12)
(4)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(26)
(1)
(1)
(5)
(2)
(2)
(1)
(8)
(1)
(1)
(2)
(17)
(3)
(3)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(5)
(2)
(1)
(12)
(1)
(1)
(7)
(1)
(1)
(1)
(1)
(2)
(2)
(3)
(7)
(1)
(1)
(3)
(1)
(1)
(4)
(3)
(5)
(2)
(1)
(1)
(6)
(13)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(42)
(1)
(6)
(7)
(1)
(1)
(5)
(1)
(5)
(1)
(1)
(1)
(13)
(40)
(1)
(1)
(2)
(11)
(10)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(1)
(2)
(29)
(3)
(1)
(2)
(1)
(1)
(3)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(4)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(5)
(1)
(1)
(4)
(1)
(1)
(1)
(1)
(3)
(1)
(2)
(6)
(1)
(3)
(9)
(2)
(1)
(1)
(3)
(1)
(1)
(1)
(5)
(1)
(2)
(1)
(1)
(4)
(1)
(1)
(1)
(4)
(1)
(1)
(1)
(5)
(2)
(3)
(1)
(2)
(12)
(3)
(1)
(1)
(9)
(1)
(2)
(1)
(2)
(2)
(1)
(1)
(4)
(2)
(3)
(5)
(2)
(2)
(1)
(2)
(2)
(1)
(3)
(1)
(3)
(9)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(4)
(1)
(6)
(4)
(13)
(1)
(1)
(3)
(30)
(2)
(1)
(4)
(1)
(1)
(4)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(4)
(16)
(4)
(1)
(13)
(1)
(1)
(3)
(8)
(3)
(6)
(6)
(1)
(3)
(1)
(3)
(2)
(1)
(1)
(7)
(1)
(4)
(2)
(1)
(14)
(8)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(4)
(2)
(1)
(1)
(5)
(1)
(2)
(2)
(5)
(3)
(1)
(1)
(6)
(1)
(1)
(7)
(1)
(1)
(40)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
0 of 441
(6)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(4)
(6)
(26)
(2)
(1)
(1)
(1)
(1)
(7)
(17)
(1)
(18)
(15)
(5)
(1)
(9)
(1)
(2)
(2)
(1)
(1)
(24)
(9)
(3)
(1)
(1)
(3)
(1)
(1)
(2)
(1)
(10)
(3)
(1)
(4)
(5)
(2)
(2)
(2)
(2)
(1)
(1)
(1)
(7)
(1)
(1)
(1)
(1)
(1)
(1)
(14)
(1)
(1)
(3)
(1)
(6)
(1)
(1)
(2)
(1)
(1)
(14)
(6)
(1)
(7)
(2)
(1)
(1)
(2)
(23)
(1)
(1)
(3)
(2)
(1)
(13)
(1)
(21)
(3)
(1)
(1)
(4)
(2)
(1)
(3)
(7)
(4)
(1)
(1)
(1)
(3)
(4)
(1)
(1)
(1)
(2)
(7)
(3)
(2)
(1)
(1)
(12)
(6)
(1)
(1)
(1)
(7)
(1)
(1)
(24)
(41)
(2)
(8)
(1)
(8)
(1)
(1)
(5)
(4)
(11)
(10)
(1)
(1)
(5)
(3)
(4)
(1)
(1)
(1)
(3)
(2)
(4)
(19)
(1)
(1)
(1)
(2)
(1)
(1)
(3)
(29)
(1)
(41)
(1)
(8)
(1)
(1)
(13)
(1)
(1)
(1)
(4)
(4)
(3)
(1)
(1)
(1)
(1)
(5)
(1)
(11)
(1)
(1)
(1)
(1)
(1)
(4)
(3)
(4)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(73)
(4)
(2)
(1)
(1)
(1)
(18)
(2)
(12)
(1)
(10)
(8)
(3)
(2)
(1)
(1)
(1)
(4)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
0 of 215
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(3)
(2)
(4)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(3)
(1)
(1)
(4)
(2)
(1)
(1)
(1)
(14)
(2)
(6)
(8)
(2)
(2)
(3)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(3)
(18)
(4)
(1)
(1)
(7)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(4)
(14)
(1)
(1)
(1)
(5)
(1)
(1)
(1)
(12)
(11)
(1)
(3)
(1)
(100)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(11)
(13)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(2)
(11)
(1)
(36)
(1)
(1)
(4)
(1)
(3)
(1)
(1)
(1)
(7)
(1)
(4)
(1)
(2)
(3)
(17)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(34)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(7)
(1)
(1)
(1)
(1)
(18)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(52)
(1)
(1)
(10)
(1)
(6)
(1)
(1)
(8)
(1)
(3)
(1)
(1)
(8)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(12)
(1)
(1)
(1)
(2)
(2)
(36)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(3)
(1)
(2)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(94)
(22)
(32)
(29)
(641)
(2)
(41)
(6)
(2)
(6)
(2)
(3)
(8)
(3)
(3)
(3)
(2)
(7)
(2)
(5)
(2)
(5)
(4)
(3)
(3)
(3)
(8)
(6)
(4)
(3)
(2)
(9)
(2)
(13)
(2)
(2)
(8)
(2)
(31)
(3)
(2)
(2)
(2)
(2)
(3)
(10)
(7)
(4)
(3)
(2)
(2)
(2)
(2)
(3)
(3)
(7)
(2)
(5)
(7)
(6)
(12)
(2)
(3)
(2)
(4)
(2)
(3)
(2)
(2)
(20)
(5)
(13)
(2)
(2)
(2)
(2)
(2)
(309)
(5)
(4)
(2)
(11)
(4)
(2)
(4)
(4)
(2)
(2)
(10)
(3)
(4)
(2)
(6)
(2)
(2)
(5)
(7)
(6)
(12)
(4)
(40)
(2)
(3)
(3)
(2)
(2)
(3)
(6)
(2)
(2)
(3)
(2)
(7)
(2)
(9)
(2)
(2)
(4)
(3)
(2)
(8)
(5)
(3)
(2)
(7)
(12)
(16)
(3)
(41)
(2)
(2)
(7)
(5)
(3)
(2)
(3)
(2)
(6)
(3)
(2)
(2)
(24)
(5)
(2)
(12)
(10)
(5)
(6)
(4)
(6)
(11)
(12)
(2)
(8)
(4)
(4)
(4)
(2)
(2)
(2)
(2)
(2)
(6)
(2)
(5)
(2)
(4)
(2)
(3)
(2)
(8)
(2)
(2)
(3)
(21)
(5)
(2)
(51)
(9)
(8)
(12)
(3)
(5)
(55)
(18)
(2)
(13)
(10)
(48)
(8)
(2)
(2)
(2)
(2)
(11)
(2)
(6)
(2)
(8)
(2)
(3)
(9)
(40)
(2)
(8)
(2)
(6)
(5)
(2)
(4)
(19)
(4)
(10)
(2)
(3)
(17)
(2)
(2)
(5)
(11)
(14)
(3)
(5)
(2)
(2)
(8)
(7)
(2)
(2)
(4)
(5)
(2)
(3)
(8)
(5)
(2)
(9)
(4)
(2)
(28)
(2)
(2)
(2)
(5)
(5)
(7)
(41)
(2)
(7)
(2)
(6)
(11)
(2)
(16)
(2)
(2)
(3)
(2)
(2)
(2)
(2)
(4)
(4)
(15)
(2)
(3)
(11)
(2)
(2)
(2)
(13)
(3)
(3)
(2)
(2)
(3)
(4)
(2)
(2)
(2)
(17)
(7)
(2)
(3)
(5)
(3)
(32)
(4)
(4)
(2)
(26)
(2)
(35)
(12)
(15)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(3)
(3)
(12)
(3)
(2)
(3)
(5)
(27)
(32)
(3)
(2)
(4)
(4)
(2)
(2)
(62)
(2)
(10)
(5)
(2)
(3)
(81)
(9)
(4)
(9)
(2)
(115)
(2)
(2)
(2)
(16)
(2)
(4)
(4)
(2)
(3)
(6)
(2)
(2)
(3)
(4)
(15)
(4)
(2)
(6)
(28)
(3)
(4)
(2)
(3)
(2)
(9)
(4)
(13)
(7)
(2)
(2)
(2)
(5)
(2)
(2)
(33)
(2)
(2)
(5)
(2)
(6)
(2)
(8)
(2)
(2)
(3)
(52)
(4)
(3)
(3)
(4)
(3)
(6)
(2)
(2)
(2)
(22)
(7)
(5)
(2)
(2)
(8)
(3)
(2)
(2)
(9)
(2)
(2)
(2)
(6)
(20)
(59)
(4)
(3)
(5)
(2)
(10)
(2)
(2)
(3)
(2)
(2)
(2)
(9)
(2)
(3)
(4)
(4)
(6)
(5)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(2)
(9)
(3)
(8)
(34)
(2)
(2)
(3)
(3)
(3)
(6)
(5)
(2)
(2)
(2)
(4)
(3)
(5)
(2)
(4)
(3)
(2)
(2)
(5)
(8)
(21)
(5)
(7)
(20)
(3)
(2)
(8)
(5)
(3)
(14)
(6)
(2)
(13)
(2)
(11)
(4)
(9)
(3)
(2)
(29)
(3)
(2)
(5)
(20)
(2)
(2)
(2)
(2)
(2)
(3)
(4)
(5)
(4)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(9)
(2)
(27)
(2)
(2)
(2)
(6)
(2)
(4)
(2)
(5)
(2)
(9)
(4)
(12)
(2)
(2)
(2)
(4)
(8)
(2)
(2)
(2)
(7)
(2)
(7)
(12)
(10)
(2)
(2)
(9)
(4)
(2)
(2)
(9)
(3)
(32)
(13)
(2)
(7)
(24)
(3)
(3)
(3)
(5)
(2)
(5)
(3)
(3)
(6)
(2)
(3)
(4)
(4)
(6)
(12)
(3)
(5)
(2)
(53)
(2)
(7)
(8)
(2)
(3)
(3)
(2)
(8)
(2)
(6)
(4)
(3)
(3)
(2)
(2)
(29)
(2)
(3)
(33)
(20)
(14)
(2)
(27)
(2)
(64)
(2)
(2)
(3)
(2)
(2)
(2)
(3)
(9)
(4)
(2)
(4)
(2)
(2)
(13)
(14)
(3)
(2)
(3)
(5)
(4)
(3)
(2)
(6)
(2)
(2)
(3)
(22)
(2)
(41)
(2)
(2)
(20)
(2)
(3)
(3)
(4)
(4)
(3)
(2)
(2)
(3)
(28)
(15)
(3)
(2)
(4)
(5)
(2)
(6)
(6)
(12)
(2)
(11)
(2)
(2)
(2)
(2)
(3)
(2)
(2)
(3)
(3)
(22)
(11)
(2)
(8)
(2)
(7)
(2)
(2)
(40)
(3)
(7)
(40)
(2)
(39)
(2)
(19)
(2)
(3)
(4)
(4)
(6)
(2)
(26)
(3)
(4)
(2)
(2)
(2)
(7)
(12)
(2)
(4)
(3)
(3)
(16)
(2)
(4)
(9)
(29)
(4)
(19)
(5)
(2)
(22)
(21)
(3)
(12)
(2)
(11)
(10)
(4)
(12)
(9)
(2)
(2)
(2)
(5)
(2)
(2)
(4)
(15)
(6)
(3)
(2)
(2)
(3)
(4)
(2)
(2)
(11)
(2)
(4)
(2)
(2)
(11)
(6)
(9)
(12)
(2)
(27)
(2)
(3)
(2)
(5)
(26)
(26)
(4)
(4)
(40)
(2)
(35)
(13)
(2)
(3)
(3)
(13)
(7)
(2)
(2)
(3)
(2)
(2)
(13)
(2)
(3)
(2)
(6)
(14)
(2)
(8)
(4)
(6)
(2)
(3)
(2)
(3)
(2)
(2)
(6)
(2)
(3)
(16)
(2)
(11)
(2)
(5)
(2)
(2)
(2)
(2)
(4)
(2)
(4)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
(3)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(2)
(3)
(2)
0 of 1000
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(2)
(1)
(2)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(2)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(5)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(2)
(2)
(1)
(2)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(3)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(1)
(2)
(2)
(2)
(1)
(2)
(1)
(1)
(1)
(1)
(1)
0 of 570
Showing 441 - 460 of 876 results
  • Survey Research for Automated Shuttle Pilots Issues and Challenges
    Survey Research for Automated Shuttle Pilots: Issues and Challenges
    Machek, Elizabeth C. ;
    Peirce, Sean
    2021-05-01 | PDF
    As public and private entities increasingly test the use of automated shuttles for passenger transportation, project sponsors need evaluation methods that measure the willingness of potential passengers to use these vehicles and to identify factors that may increase or decrease acceptability. Toward this end, many automated shuttle pilot sponsors h ...
  • Developing Analysis Modeling and Simulation Tools for Connected and Automated Vehicle Applications A Case Study for I66 in Virginia
    Developing Analysis, Modeling, and Simulation Tools for Connected and Automated Vehicle Applications: A Case Study for I-66 in Virginia
    Ma, Jiaqi ;
    Guo, Yi
    2021-05-01 | PDF
    The purpose of this report is to document a simulation-based case study completed by the project team to investigate the effectiveness of SAE J3016 Level 1 automation technology for mitigating or solving existing transportation problems related to congestion, fuel consumption, and emissions (SAE International 2016). The case study conducted simulat ...
  • Advanced Test Tools for ADAS and ADS
    Advanced Test Tools for ADAS and ADS
    Albrecht, Heath ;
    Barickman, Frank S.
    2021-05-01 | PDF
    This document describes the current test tools and capabilities established at NHTSA’s Vehicle Research and Test Center for researching the safety performance of advanced driver assistance systems (ADAS) and automated driving systems (ADS) in a closed-course setting. This paper focuses on immediate and future needs for ADAS and ADS closed-course te ...
  • Traffic Jam Assist Draft Test Procedure Performability Validation
    Traffic Jam Assist Draft Test Procedure Performability Validation
    Fogle, Erin ;
    Arquette, Tyler E.
    2021-05-01 | PDF
    This report (a) summarizes the three test scenarios intended to emulate situations commonly encountered during real-world driving where a traffic jam assist (TJA) system may be expected to operate; (b) discusses the results from testing one light vehicle equipped with TJA on the test track; and (c) provides general assessments of revisions made to ...
  • Smart Interaction Pedestrians and Vehicles in a CAV Environment
    Smart Interaction Pedestrians and Vehicles in a CAV Environment
    Zhang, Yunchang ;
    Fricker, Jon D.
    2021-05-01 | PDF
    “Semi-controlled” crosswalks exist because of the desire for pedestrians to cross there and the use of stop signs or signals is not warranted. However, there is a sufficient amount of interaction between pedestrians and vehicles at “semi-controlled” crosswalks to be concerned about the time at which “negotiations” between pedestrians and human driv ...
  • Modeling Driver Behavior during Automated Vehicle Platooning Failures [supporting datasets]
    McDonald, Anthony D ;
    Alambeigi, Hananeh
    2021-04-15 | PDF
    Automated vehicles (AVs) promise to revolutionize driving safety. Driver models can aid in achieving this promise by providing a tool for designers to ensure safe interactions between human drivers and AVs. In this project, we performed a literature review to identify important factors for AV takeover safety and promising models to capture these fa ...
    Dataset Supporting Files
  • Software and Hardware Systems for Autonomous Smart Parking Accommodating Both Traditional and Autonomous Vehicles
    Software and Hardware Systems for Autonomous Smart Parking Accommodating Both Traditional and Autonomous Vehicles
    Al Faruque, Mohammad Abdullah ;
    Odema, Mohanad
    2021-04-01 | PDF
    Parking infrastructure is suffering from congestion as the number of vehicles circulating in urban areas is growing and expansion is not a cost-effective solution. In parallel, developments in autonomous vehicle technology mean that driverless vehicles are predicted to be in circulation by the 2020s and makeup 40% of vehicle travel by the 2040s. Ex ...
  • Software and Hardware Systems for Autonomous Smart Parking Accommodating Both Traditional and Autonomous Vehicles Research Brief
    Software and Hardware Systems for Autonomous Smart Parking Accommodating Both Traditional and Autonomous Vehicles [Research Brief]
    Al Faruque, Mohammad Abdullah
    ORCID ICON IMG
    2021-04-01 | PDF
    Parking infrastructure is suffering from congestion as the number of vehicles circulating in urban areas is growing and expansion is not a cost-effective solution. In parallel, developments in autonomous vehicle technology mean that driverless vehicles are predicted to be in circulation by the 2020s and makeup 40% of vehicle travel by the 2040s. Ex ...
  • Opposing Traffic Safety Assist Draft Test Procedure Performability Validation
    Opposing Traffic Safety Assist Draft Test Procedure Performability Validation
    Manahan, Taylor ;
    Forkenbrock, Garrick J.
    2021-04-01 | PDF
    This report summarizes test track validation of NHTSA’s September 2019 Opposing Traffic Safety Assist (OTSA) draft research test procedure. Three of the five test scenarios described in this draft procedure (Scenarios 1, 2, and 4) were used to objectively and effectively assess OTSA performance with the SV operating in automation levels 0 and 1. Si ...
  • An Approach for the Selection and Description of Elements Used to Define Driving Scenarios
    An Approach for the Selection and Description of Elements Used to Define Driving Scenarios
    Rao, Sughosh J. ;
    Deosthale, Eeshan
    2021-04-01 | PDF
    This report reviews existing pre-crash scenario typologies and various proposed behavioral competencies in literature that may be relevant to automated driving systems (ADSs) and selects five example scenarios to facilitate exploration of elements that may be helpful in characterizing them. The selected scenarios were: rear-end scenario, lead vehic ...
  • Florida ATMA Pilot Demonstration and Evaluation
    Florida ATMA Pilot Demonstration and Evaluation
    Agarwal, Nithin ;
    Rahmani, Roozbeh
    2021-03-01 | PDF
    Autonomous truck-mounted attenuators (ATMAs) promise transformative changes in mobile work zone operations by eliminating the need for a worker to operate an impact protection vehicle. The goal of this project was to pilot a demonstration of the ATMA technology, conduct an evaluation and assessment of the operational and safety functions of ATMA ve ...
  • Assessment of Autonomous Vehicle Sharing for Evacuation and Disaster Relief
    Assessment of Autonomous Vehicle Sharing for Evacuation and Disaster Relief
    Padmanabhan, Bhavya ;
    Shirley, Thomas
    2021-03-01 | PDF
    The goal of this project was to aid emergency management agencies and departments of transportation in preparing for a future hurricane-related mass evacuation where self-driving, autonomous vehicles (AVs) can be utilized to assist with evacuating critical transportation need households (CTNH). A survey was developed and administered to over 1000 r ...
  • Editorial Advances in Planning for Emerging Transportation Technologies Towards Automation Connectivity and Electric Propulsion
    Editorial: Advances in Planning for Emerging Transportation Technologies: Towards Automation, Connectivity, and Electric Propulsion
    Labi, Samuel ;
    Anastasopoulos, Panagiotis
    2021-03-01 | PDF
    Transportation systems continue to face significant challenges and opportunities in the context of their social, technical, and economic outcomes (De Neufville and Scholtes, 2011; Kaewunren et al.; Sinha et al., 2017; De Martinis and Corman, 2018; Bongiovanni et al., 2019; Eker et al., 2019; Eker et al., 2020a; Barmpounakis and Geroliminis, 2020; B ...
  • Developing Analysis Modeling and Simulation Tools for Connected Automated Vehicle Applications A Case Study on SR 99 in California
    Developing Analysis, Modeling, and Simulation Tools for Connected Automated Vehicle Applications: A Case Study on SR 99 in California
    Liu, Hao ;
    Lu, Xiao-Yun
    2021-03-01 | PDF
    The purpose of this report is to document a simulation-based case study investigating the effectiveness of SAE J3016 Level 1 automation technology for mitigating or solving existing transportation problems related to congestion, fuel consumption, and emissions.(1) This case study examined the impacts of cooperative adaptive cruise control (CACC) ve ...
  • Uses and Challenges of Collecting LiDAR Data From a Growing Autonomous Vehicle Fleet Implications for Infrastructure Planning and Inspection Practices
    Uses and Challenges of Collecting LiDAR Data From a Growing Autonomous Vehicle Fleet: Implications for Infrastructure Planning and Inspection Practices
    Mekker, Michelle M ;
    Rahman, Md Ashikur
    2021-03-01 | PDF
    Autonomous vehicles (AVs) that utilize LiDAR (Light Detection and Ranging) and other sensing technologies are becoming more prevalent in the transportation industry. Concurrently, transportation agencies are increasingly challenged with asset management, traffic operations, and safety assessments. The affordability of LiDAR technology continues to ...
  • Vehicle-Traffic Control with Limited-Capacity Connected/Automated Vehicles [supporting datasets]
    Ban, Xuegang (Jeff) ;
    Guo, Qiangqiang
    2021-02-09 | PDF
    This project studies methods to control both vehicle and traffic under limited penetration of low-level connected and autonomous vehicles (LCAVs). The investigation includes three major parts: (1) the Eco-Driving algorithm for a single CAV with low-level automation; (2) the vehicle in the loop (VIL) simulation platform; and (3) the integrated vehic ...
    Dataset
  • Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors [supporting datasets]
    Pradhan, Anuj K. ;
    Pai, Ganesh
    2021-02-05 | PDF
    Advanced vehicle technologies are increasingly more accessible and available in vehicles. These current and future systems, despite promising added safety, convenience, and efficiency to drivers and road users, have an inherently higher level of complexity than the driving systems that most drivers are used to operating. In order to maximize the pr ...
    Dataset Supporting Files
  • Integration of Automated Vehicle Sensing with Adaptive Signal Control for Enhanced Mobility [supporting datasets]
    Smith, Stephen F. ;
    Hawkes, Allen
    2021-02-04 | PDF
    This repository contains the results produced by CMU-UTC Project 294, titled "Integration of Autonomous Vehicles with Adaptive Signal Control to Enhance Mobility." The data contains comparative results of a pilot experiment designed to demonstrate the traffic flow efficiency can be improved by vehicle-to-infrastructure communication and use of vehi ...
    Dataset Supporting Files
  • Examining Seniors Adaptation to Mixed Function Automated Vehicles Analysis of Naturalistic Driving Data
    Examining Seniors’ Adaptation to Mixed Function Automated Vehicles: Analysis of Naturalistic Driving Data
    Liang, Dan ;
    Antin, Jonathan F
    2021-02-01 | PDF
    The study examined whether advanced driver assistance systems (ADAS) can benefit the mobility and driving performance of senior drivers. Two groups of driving data, collected separately from two naturalistic driving projects, were examined. The Second Strategic Highway Research Program and the Examining Seniors’ Adaptation to Mixed Function Automat ...
  • User Perceptions of the Risks of Electric Shared and Automated Vehicles Remain Largely Unexplored Policy Brief
    User Perceptions of the Risks of Electric, Shared, and Automated Vehicles Remain Largely Unexplored [Policy Brief]
    Kurani, Kenneth S.
    ORCID ICON IMG
    2021-02-01 | PDF
    Advocates of electric, shared, and automated vehicles (e-SAVs) envision a future in which people no longer need to drive their privately owned, petroleum-fueled vehicles. Instead, for daily travel they rely on fleets of electric, automated vehicles that offer travel services, including the option to share, or “pool,” rides with strangers. The desig ...
441 - 460 / 876
 Found an issue?
Send us an email at: publishinghd@cdc.gov