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Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research...

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Yinhai Wang and Yifan Zhuang PacTrans STAR Lab University of Washington Email: [email protected] Tel: (206) 616-2696 March 1, 2018 Smart Road Stickers for Traffic Safety and Efficiency
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Page 1: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

Yinhai Wang and Yifan Zhuang

PacTrans STAR LabUniversity of Washington

Email: [email protected] Tel: (206) 616-2696

March 1, 2018

Smart Road Stickers for Traffic Safety and Efficiency

Page 2: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Background

Image source: NHTSA, 2013 Crash Overview, accessed online at http://www-nrd.nhtsa.dot.gov/Pubs/13WPPP.pdf

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Traffc Fatality Increases

Traffic deaths jumped 8.4% nationally in 2015, ending a five-decade trend! The number further ncreased by 5.6% in 2016. What caused this increase?Image source: http://www.chicagotribune.com/news/nationworld/ct-traffic-deaths-up-20150817-story.html

Page 4: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Traffic Safety in WA

4Source: Washington Strategic Highway Safety Plan 2016. Accessed online at https://www.wsdot.wa.gov/NR/rdonlyres/5FC5452D-8217-4F20-B2A9-080593625C99/0/TargetZeroPlan.pdf

Page 5: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Pedestrian Safety Challenges

5Source: Washington Strategic Highway Safety Plan 2013. Accessed online at https://www.wsdot.wa.gov/NR/rdonlyres/5FC5452D-8217-4F20-B2A9-080593625C99/0/TargetZeroPlan.pdf

Presenter
Presentation Notes
In 2016, 89 of 2,433 pedestrian accidents in Washington State were fatal. There were 1,874 that involved a suspected injury, and of those, 362 were serious injuries. In Washington State, 60 percent of collisions are located on city streets, where people are expected to travel on foot.
Page 6: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Connected Vehicles Can Help

6Image source: http://www.intellidriveusa.org/benefits/future-vision.php

Presenter
Presentation Notes
With the connected vehicles and autonomous cars coming in the near future, transportation data volume will explode.
Page 7: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Connected Vehicles

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Image source: USDOT, Beyond Traffic: The Smart City Challenge.

Connected vehicle data supports

advanced traffic signal operations

Transit vehicles leverage connected vehicle

technologies for transit signal priority

Data collected from connected vehicles

provide insights into the performance of the city

Presenter
Presentation Notes
With the connected vehicles and autonomous cars coming in the near future, transportation data volume will explode.
Page 8: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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ASCE CAV Impact Committee

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Page 9: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Key Challenges for CVs How to Connect

V2V V2I V2X

What to Communicate Security Services for Applications and Management

Messages (IEEE 1609.2-2016) Standard Message Set Dictionary (SAE J2735) Wireless Access in Vehicular Environments (WAVE)

How to Manage and Use CV Data Safety Improvement Operational Efficiency and Reliability 9

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Key Challenges for CVs

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Source: http://cdn.electronics-eetimes.com/electronics-eetimes.com/sites/default/files/images/01-picture-library/ChristophHammerschmidt/2016-04-April/NXP_V2X/pic1.jpg

Presenter
Presentation Notes
NHTSA plans to initiate mandatory installation of DSRC/V2V communication-enabling devices in new cars at factories in the immediate future. The beginning of the “phase-in period” is slated for 2019 and such technologies are to be mandatory in all new cars produced as of 2021 (USDOT, N.D.).
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Technology Development and Applications

Smart Road Stickers Similar in nature and form to a typical road

stud/pavement marker Cheap and easy to manufacture Capable of two-way communication Energy efficient Controllable and does V2I and V2X Light-emitting when needed

Page 12: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Technology Development and Applications

智慧路贴

路贴主结点

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13CAV Testbed in the Smart Cities Context

Technology Development and Applications

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Technology Development and Applications

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Development of Devices and Software

Page 16: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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Crash Prediction Algorithm• The computation method to find the conflict point is developed

𝑥𝑥𝑐𝑐 =�𝑦𝑦𝑣𝑣 − 𝑦𝑦𝑝𝑝� − �𝑥𝑥𝑣𝑣 tan(𝜃𝜃𝑣𝑣) − 𝑥𝑥𝑝𝑝 tan�𝜃𝜃𝑝𝑝��

tan�𝜃𝜃𝑝𝑝� − tan(𝜃𝜃𝑣𝑣)

𝑦𝑦𝑐𝑐 =�𝑥𝑥𝑣𝑣 − 𝑥𝑥𝑝𝑝� − �𝑦𝑦𝑣𝑣 cot(𝜃𝜃𝑣𝑣) − 𝑦𝑦𝑝𝑝 cot�𝜃𝜃𝑝𝑝��

cot�𝜃𝜃𝑝𝑝� − cot(𝜃𝜃𝑣𝑣)

Page 17: Smart Road Stickers for Traffic Safety and Efficiency · 2018-03-01 · PacTrans STAR Lab Research on Data Science. Connected Vehicles. 7 Image source: USDOT, Beyond Traffic: The

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More Field Test Expected

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Thanks for your attention!

AcknowledgmentThanks to the UW STAR Lab research team. The presented projects were partly funded by Washington State Department of Transportation (WSDOT) and PacTrans. We appreciate their funding support!


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