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Published in: International Journal of Intelligent Transportation Systems Research 3/2017

22-07-2016

On Software-based Remote Vehicle Monitoring for Detection and Mapping of Slippery Road Sections

Authors: Denrie Enriquez Jr., Sean Jenson, Alex Bautista, Paloma Hawn, Sun-il Kim, Muhammad Ali, Jeffrey Miller

Published in: International Journal of Intelligent Transportation Systems Research | Issue 3/2017

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Abstract

The use of vehicular communications and networking technology has started to open up endless possibilities for applications development. These efforts include a wide rage of applications from road maintenance and traffic engineering at the transportation engineering level to applications designed for personal convenience and entertainment. In this paper, we describe our project on monitoring road conditions supported by the DOT-RITA program and the various agencies in Anchorage, Alaska. Our project first focuses on identifying dangerous road sections typically caused by, but not limited to, ice patches using vehicle slippage detection. The detection was done through probe vehicles equipped with our custom vehicular interface and networking device called CANOPNR (CAN-BUS OBD Programmable-expandable Network-enabled Reader). We describe the details of the CANOPNR architecture as well as our algorithm for slippage detection and present our test results. Along with the hardware configuration, our software has also been made openly available for the research community to use. Our test results showed that the system is able to effectively identify slippery road sections. We were also able to show the potential for prediction of some accident-prone areas. Individual cities may significantly benefit from utilizing such methodology with existing service vehicles as well as with the participation by the public. The end-users can benefit from safer-route computations enabled by the mappings.

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Footnotes
1
As a side note, for any methodology to provide formal validation, a complete scan of all of city’s road sections (of interest) would be required, which, short of physical testing, in itself would raise questions about how that data was generated.
 
Literature
13.
go back to reference Coutermarsh, B., Shoop, S.: Tire slip-angle force measurements on winter surfaces. J. Terrramech. 46, 157–163 (2009)CrossRef Coutermarsh, B., Shoop, S.: Tire slip-angle force measurements on winter surfaces. J. Terrramech. 46, 157–163 (2009)CrossRef
14.
go back to reference Ella, S., Formagne, P., Koutsos, V., Blackford, J.: Investigation of rubber friction on snow for tyres. Tribol. Int. 59, 292–301 (2013)CrossRef Ella, S., Formagne, P., Koutsos, V., Blackford, J.: Investigation of rubber friction on snow for tyres. Tribol. Int. 59, 292–301 (2013)CrossRef
15.
go back to reference Enriquez, D.J., Jenson, S., Bautista, A., Field, P., Kim, S., Ali, M., Miller, J.: Canopnr: Can-Obd Programmable-Expandable Network-Enabled Reader for Real-Time Tracking of Slippery Road Conditions Using Vehicular Parameters. In: IEEE Conference on Intelligent Transportation Systems (2012) Enriquez, D.J., Jenson, S., Bautista, A., Field, P., Kim, S., Ali, M., Miller, J.: Canopnr: Can-Obd Programmable-Expandable Network-Enabled Reader for Real-Time Tracking of Slippery Road Conditions Using Vehicular Parameters. In: IEEE Conference on Intelligent Transportation Systems (2012)
16.
go back to reference Heinrich, G., Kluppel, M.: Rubber friction, tread deformation and tire traction. Wear 265, 1052–1060 (2008)CrossRef Heinrich, G., Kluppel, M.: Rubber friction, tread deformation and tire traction. Wear 265, 1052–1060 (2008)CrossRef
17.
go back to reference Jiang, L., Yu, C.: Design and Implementation of Car Black Box Based on Embedded System. In: ICECE, pp 3537–3539 (2009) Jiang, L., Yu, C.: Design and Implementation of Car Black Box Based on Embedded System. In: ICECE, pp 3537–3539 (2009)
18.
go back to reference Menard, T., Miller, J.: Freesim_Mobile: a Novel Approach to Real-Time Traffic Gathering Using the Apple Iphone. In: IEEE Vehicular Networking Conference (2010) Menard, T., Miller, J.: Freesim_Mobile: a Novel Approach to Real-Time Traffic Gathering Using the Apple Iphone. In: IEEE Vehicular Networking Conference (2010)
19.
go back to reference Menard, T., Miller, J., Nowak, M., Norris, D.: Comparing the Gps Capabilities of the Samsung Galaxy S, Motorola Droid X, and the Apple Iphone for Vehicle Tracking Using Freesim Mobile. In: IEEE International Conference on Intelligent Transportation Systems (2011) Menard, T., Miller, J., Nowak, M., Norris, D.: Comparing the Gps Capabilities of the Samsung Galaxy S, Motorola Droid X, and the Apple Iphone for Vehicle Tracking Using Freesim Mobile. In: IEEE International Conference on Intelligent Transportation Systems (2011)
20.
go back to reference Miller, J.: Analysis of Fastest and Shortest Paths in an Urban City Using Live Vehicle Data from a Vehicle-To-Infrastructure Architecture. In: 12Th IFAC Symposium on Control in Transportation Systems (2009) Miller, J.: Analysis of Fastest and Shortest Paths in an Urban City Using Live Vehicle Data from a Vehicle-To-Infrastructure Architecture. In: 12Th IFAC Symposium on Control in Transportation Systems (2009)
21.
go back to reference Miller, J.: Distributed Urban Data Gathering in a Vehicle-To-Infrastructure Architecture. In: 2009 National Rural Intelligent Transportation Systems Conference (2009) Miller, J.: Distributed Urban Data Gathering in a Vehicle-To-Infrastructure Architecture. In: 2009 National Rural Intelligent Transportation Systems Conference (2009)
22.
go back to reference Miller, J., Ali, M.: Dynamic Fastest Paths with Multiple Unique Destinations (Dynfast-Mud) - a Specialized Traveling Salesman Problem with Intermediate Cities. In: IEEE 12Th Intelligent Transportation Systems Conference (2009) Miller, J., Ali, M.: Dynamic Fastest Paths with Multiple Unique Destinations (Dynfast-Mud) - a Specialized Traveling Salesman Problem with Intermediate Cities. In: IEEE 12Th Intelligent Transportation Systems Conference (2009)
23.
go back to reference Miller, J., Horowitz, E.: Freesim - a V2v and V2i Freeway Traffic Simulator. In: IEEE 3Rd Intelligent Vehicles Symposium (2007) Miller, J., Horowitz, E.: Freesim - a V2v and V2i Freeway Traffic Simulator. In: IEEE 3Rd Intelligent Vehicles Symposium (2007)
24.
go back to reference Miller, J., Kim, S., Ali, M., Menard, T.: Determining Time to Traverse Road Sections Based on Mapping Discrete Gps Vehicle Data to Continuous Flows. In: IEEE Intelligent Vehicles Symposium (2010) Miller, J., Kim, S., Ali, M., Menard, T.: Determining Time to Traverse Road Sections Based on Mapping Discrete Gps Vehicle Data to Continuous Flows. In: IEEE Intelligent Vehicles Symposium (2010)
25.
go back to reference Nakajima, Y.: Analytical model of longitudinal tire traction in snow. J. Terrramech. 40, 63–82 (2003)CrossRef Nakajima, Y.: Analytical model of longitudinal tire traction in snow. J. Terrramech. 40, 63–82 (2003)CrossRef
Metadata
Title
On Software-based Remote Vehicle Monitoring for Detection and Mapping of Slippery Road Sections
Authors
Denrie Enriquez Jr.
Sean Jenson
Alex Bautista
Paloma Hawn
Sun-il Kim
Muhammad Ali
Jeffrey Miller
Publication date
22-07-2016
Publisher
Springer US
Published in
International Journal of Intelligent Transportation Systems Research / Issue 3/2017
Print ISSN: 1348-8503
Electronic ISSN: 1868-8659
DOI
https://doi.org/10.1007/s13177-016-0128-9

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