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Article Details

Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

Low cost approach to real-time vehicle to vehicle communication using parallel CPU and GPU processing

Author 1: GOH CHIA CHIEH
Author 2: DINO ISA

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2012.031205

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 3 Issue 12, 2012.

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Abstract: This paper proposes a novel Vehicle to Vehicle (V2V) communication system for collision avoidance which merges four different wireless devices (GPS, Wi-Fi, ZigBee® and 3G) with a low power embedded Single Board Computer (SBC) in order to increase processing speed while maintaining a low cost. The three major technical challenges with such combinations are the limited system bandwidth, high memory requirement and slow response time during data processing when accessing various collision avoidance situations. Collision avoidance data processing includes processing data for vehicles on express ways, roads, tunnels, traffic jams and indoor V2V communication such as required in car parks. Effective methods are proposed to address these technical challenges through parallel Central Processing Unit (CPU) and Graphic Processing Unit (GPU) processing. With this, parallel V2V trilateration and parallel bandwidth optimization, multi-dimensional real time complex V2V data streaming can be attained in less than a second. The test results have shown that there is at least a 4 to 10 times improvement on processing speed with parallel CPU and GPU processing used in V2V communication depending on different road safety conditions.

Keywords: component; CUDA; Parallel processing; Vehicle to Vehicle Communication; WLAN; ZigBee.

GOH CHIA CHIEH and DINO ISA, “Low cost approach to real-time vehicle to vehicle communication using parallel CPU and GPU processing ” International Journal of Advanced Computer Science and Applications(IJACSA), 3(12), 2012. http://dx.doi.org/10.14569/IJACSA.2012.031205

@article{CHIEH2012,
title = {Low cost approach to real-time vehicle to vehicle communication using parallel CPU and GPU processing },
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2012.031205},
url = {http://dx.doi.org/10.14569/IJACSA.2012.031205},
year = {2012},
publisher = {The Science and Information Organization},
volume = {3},
number = {12},
author = {GOH CHIA CHIEH and DINO ISA}
}


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