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Reseach Article

Autonomous Driving: Using a Vision based Approach

by Sailesh Sidhwani, Monika Malkotiya, Nakul Korde, Swapnil Unde, M. B. Salunke
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 92 - Number 13
Year of Publication: 2014
Authors: Sailesh Sidhwani, Monika Malkotiya, Nakul Korde, Swapnil Unde, M. B. Salunke
10.5120/16068-5186

Sailesh Sidhwani, Monika Malkotiya, Nakul Korde, Swapnil Unde, M. B. Salunke . Autonomous Driving: Using a Vision based Approach. International Journal of Computer Applications. 92, 13 ( April 2014), 20-24. DOI=10.5120/16068-5186

@article{ 10.5120/16068-5186,
author = { Sailesh Sidhwani, Monika Malkotiya, Nakul Korde, Swapnil Unde, M. B. Salunke },
title = { Autonomous Driving: Using a Vision based Approach },
journal = { International Journal of Computer Applications },
issue_date = { April 2014 },
volume = { 92 },
number = { 13 },
month = { April },
year = { 2014 },
issn = { 0975-8887 },
pages = { 20-24 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume92/number13/16068-5186/ },
doi = { 10.5120/16068-5186 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:14:12.770205+05:30
%A Sailesh Sidhwani
%A Monika Malkotiya
%A Nakul Korde
%A Swapnil Unde
%A M. B. Salunke
%T Autonomous Driving: Using a Vision based Approach
%J International Journal of Computer Applications
%@ 0975-8887
%V 92
%N 13
%P 20-24
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Driving a vehicle is essentially a subconscious task performed by any human merely with the use of his vision and intelligence. The research in this meadow of designing systems to automate vehicle driving is primarily oriented towards using multiple cameras and 3-D sensors. But this approach is inconsistent with the natural behaviour of humans. This paper presents some of the facets of autonomous driving using the senses analogous to what humans possess - Vision and Intelligence; both artificial in this case. Methodologies to implement the same are designed wherein a single camera when complemented by a convex mirror will capture an omnidirectional view of the surroundings, eliminating the necessity of laser sensors. Further, techniques are illustrated to plan the path of the vehicle by applying complex transform equations on the circular images appearing on the mirror captured by the camera. A steering mechanism is designed where an assembly consisting of a DC motor and a potentiometer is used to plan and control the exact degree of rotation of the steering wheel. This paper substantially aims at providing economical implementation solutions towards developing simplified autonomous vehicle driving control systems.

References
  1. Mohammad Abdul Qayum, NafiulAlamSiddiqui Mohammad AbtiqulHaque, Abu Saleh Md. Tayeen, "Control of autonomous cars for intelligent transportation system", International Conference on Informatics, Electronics & Vision,2012.
  2. HeeChang Moon, JaeCheon Lee, JungHa Kim, and DongMyung Lee, "Development of Unmanned Ground Vehicles available of Urban Drive", International Conference on Advanced Intelligent Mechatronics, Singapore, July 2009.
  3. Introduction of DARPA Grande Challenge, http://archive. darpa. mil/grandchallenge/
Index Terms

Computer Science
Information Sciences

Keywords

Autonomous Vehicle Omni-directional Camera Vision Based Approach.