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Experimental validation of connected automated vehicle design among human-driven vehicles

Ge, Jin I. and Avedisov, Sergei S. and He, Chaozhe R. and Qin, Wubing B. and Sadeghpour, Mehdi and Orosz, Gábor (2018) Experimental validation of connected automated vehicle design among human-driven vehicles. Transportation Research Part C: Emerging Technologies, 91 . pp. 335-352. ISSN 0968-090X. http://resolver.caltech.edu/CaltechAUTHORS:20180427-103652849

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Abstract

In this paper, we present results regarding the experimental validation of connected automated vehicle design. In order for a connected automated vehicle to integrate well with human-dominated traffic, we propose a class of connected cruise control algorithms with feedback structure originated from human driving behavior. We test the connected cruise controllers using real vehicles under several driving scenarios while utilizing beyond-line-of-sight motion information obtained from neighboring human-driven vehicles via vehicle-to-everything (V2X) communication. We experimentally show that the design is robust against variations in human behavior as well as changes in the topology of the communication network. We demonstrate that both safety and energy efficiency can be significantly improved for the connected automated vehicle as well as for the neighboring human-driven vehicles and that the connected automated vehicle may bring additional societal benefits by mitigating traffic waves.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1016/j.trc.2018.04.005DOIArticle
https://www.sciencedirect.com/science/article/pii/S0968090X18304443PublisherArticle
Additional Information:© 2018 Elsevier Ltd. Received 20 September 2017, Revised 13 March 2018, Accepted 7 April 2018, Available online 24 April 2018.
Subject Keywords:Connected automated vehicle; Connected cruise control; Vehicle-to-everything (V2X) communication; Beyond-line-of-sight information; Human car-following behavior; Traffic safety and efficiency
Record Number:CaltechAUTHORS:20180427-103652849
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20180427-103652849
Official Citation:Jin I. Ge, Sergei S. Avedisov, Chaozhe R. He, Wubing B. Qin, Mehdi Sadeghpour, Gábor Orosz, Experimental validation of connected automated vehicle design among human-driven vehicles, Transportation Research Part C: Emerging Technologies, Volume 91, June 2018, Pages 335-352, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2018.04.005. (https://www.sciencedirect.com/science/article/pii/S0968090X18304443)
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:86077
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:27 Apr 2018 17:50
Last Modified:27 Apr 2018 17:50

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