Hardware in Loop Simulation of an Adaptive Traffic Light Control System

George, Anna Merine and Kurian, Ciji Pearl and George, V I and George, Mary Ann (2015) Hardware in Loop Simulation of an Adaptive Traffic Light Control System. International Journal of Applied Engineering Research, 10 (19). pp. 39999-40004. ISSN 0973-4562

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Abstract

The problems brought about by traffic jams and a need for assimilating information for simulation, real – time control and communication networks has aroused the interest in Intelligent Transportation. A traffic light based on timer is the simplest way of controlling the traffic. A system for controlling traffic light by image processing and artificial intelligence is proposed in this paper. A camera is installed alongside the traffic light to capture image sequences. The acquired image is wirelessly transmitted to a computer using a memory card. Using low-level image processing modules and high-level adaptive neuro fuzzy based module the traffic data is analyzed. The control signal given by the adaptive fuzzy controller decides the order of a lane to receive the required traffic light signal. The designed controller is tested first with Software in Loop (SIL) and then in Hardware in Loop (HIL) simulations. The assimilation of plant models with a control model or code guarantees the needed precision as well as accessibility of the variables needed for controls. The SIMULINK model of the adaptive controller is implemented on C2000 microcontroller using Hardware in Loop Simulation.

Item Type: Article
Uncontrolled Keywords: ANFIS, C2000, Image Processing, traffic light control, HIL & SIL simulation
Subjects: Engineering > MIT Manipal > Electrical and Electronics
Engineering > MIT Manipal > Electronics and Communication
Engineering > MIT Manipal > Instrumentation and Control
Engineering > MIT Manipal > Mechatronics
Depositing User: MIT Library
Date Deposited: 13 Feb 2016 13:03
Last Modified: 13 Feb 2016 13:03
URI: http://eprints.manipal.edu/id/eprint/145339

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