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Abstract
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Article Information:
Vehicle Position Awareness in Roadside-to-Vehicle Communication
Hao Yang, Qingmin Meng and Xiong Gu
Corresponding Author: Hao Yang
Submitted: December 20, 2011
Accepted: April 23, 2012
Published: October 15, 2012 |
Abstract:
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The roadside-to-vehicle communication system is an infrastructure network to be deployed along
the roads, which is an important part of the vehicular Ad Hoc networks for future intelligent transportation
systems. Vehicle position estimation is a key technology for roadside-to-vehicle communication. In this study,
a roadside-to-vehicle communication system is proposed where a camera is fixed on the roadside infrastructure
for taking snapshoot of the target vehicle. Then target detecting and pixels counting is performed through
certain image processing technology. After that, the function relationship between the vehicular pixels and the
distance between the vehicle and the infrastructure is obtained by using the machine learning method, whose
training data comes from our field trial. The vehicle position information acquired will be used for the
parameters selection of OFDM transmission. The simulation results show that in the vehicular wireless fading
channel model, the roadside-to-vehicle system which has position awareness can effectively implement
adaptive modulation and coding scheme and, thereby, achieve greater throughput over a fixed modulation and
coding scheme.
Key words: Adaptive modulation and coding , image processing, machine learning, roadside-to-vehicle communications, , ,
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Cite this Reference:
Hao Yang, Qingmin Meng and Xiong Gu, . Vehicle Position Awareness in Roadside-to-Vehicle Communication. Research Journal of Applied Sciences, Engineering and Technology, (20): 3943-3950.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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