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Design and Implementation of an Embedded System for Fuzzy Logic based Traffic Light Controller

Published on February 2013 by Prakash Tonse, Shubhalakshmi Shetty, Shruti S. R., Siddalingesh S. Navalgund
International Conference on Electronic Design and Signal Processing
Foundation of Computer Science USA
ICEDSP - Number 4
February 2013
Authors: Prakash Tonse, Shubhalakshmi Shetty, Shruti S. R., Siddalingesh S. Navalgund
e859eaaf-8cd1-45b7-b556-15f1e8f20d10

Prakash Tonse, Shubhalakshmi Shetty, Shruti S. R., Siddalingesh S. Navalgund . Design and Implementation of an Embedded System for Fuzzy Logic based Traffic Light Controller. International Conference on Electronic Design and Signal Processing. ICEDSP, 4 (February 2013), 16-20.

@article{
author = { Prakash Tonse, Shubhalakshmi Shetty, Shruti S. R., Siddalingesh S. Navalgund },
title = { Design and Implementation of an Embedded System for Fuzzy Logic based Traffic Light Controller },
journal = { International Conference on Electronic Design and Signal Processing },
issue_date = { February 2013 },
volume = { ICEDSP },
number = { 4 },
month = { February },
year = { 2013 },
issn = 0975-8887,
pages = { 16-20 },
numpages = 5,
url = { /specialissues/icedsp/number4/10371-1030/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Special Issue Article
%1 International Conference on Electronic Design and Signal Processing
%A Prakash Tonse
%A Shubhalakshmi Shetty
%A Shruti S. R.
%A Siddalingesh S. Navalgund
%T Design and Implementation of an Embedded System for Fuzzy Logic based Traffic Light Controller
%J International Conference on Electronic Design and Signal Processing
%@ 0975-8887
%V ICEDSP
%N 4
%P 16-20
%D 2013
%I International Journal of Computer Applications
Abstract

Traffic congestion has become a common scenario in today's day to day experience and this can be owed to the fact that most of the junctions using conventional crisp Traffic light controllers. Fuzzy Logic the basis of Soft computing can be considered to be the superset of the Crisp Logic which takes into account the whole spectrum of possibilities. Fuzzy Logic best handles the uncertainty in the inputs and can give best possible outcomes compared to Aristotelian logic. It also has an upper hand as it gives the system a human like thinking. If Fuzzy logic can be applied to conventional traffic controlling one can see the dynamic control of the same. Furthermore fuzzy logic makes the system adaptable and intelligent as it can best handle the irregularities in the input. This paper focuses on the design and implementation of an Embedded System for Fuzzy Logic based Traffic Light Controller (TLC) using VHDL which includes the implementation of Fuzzifier, Fuzzy Inference Engine and the Defuzzifier on FPGA using VHDL. The simulations have been carried out using ModelSim 6. 1 simulator and synthesis has been carried out using Xilinx XST. The implementation is done on Spartan xc3s400-5pq208 FPGA and a maximum Frequency of 487. 936MHz is obtained.

References
  1. Timothy Ross, "Fuzzy Logic with Engineering Applications", McGraw Hill Publications,
  2. Shubhalakshmi Shetty, Shruti S R. , Prakash R. Tonse, Siddalingesh. S. Navalgund,"A Comparative analysis of Mamdani and Sugeno Fuzzy Rule Based Washing Machine Controller". Proceedings of ICETE-11, pp:440-445.
  3. Li Xin Wang, "A Course in Fuzzy Systems and Control", Prentice Hall International.
  4. Wu Wei and Yi Zhang ," FL-FN Based Traffic Signal Control", 0-7803-7280-8/02/$10. 00, 2002 IEEE Transaction.
  5. Daijin Kim, Member, IEEE , An Implementation of Fuzzy Logic Controller on the Reconfigurable FPGA System , IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 47, NO. 3, JUNE 2000 pp:703-715.
  6. Mahmoud A. Manzoul and Dinesh Jayabharathi , FUZZY CONTROLLER ON FPGA CHIP, 62901 0-7803-0236-2 192 33. 00 0 1992 IEEE pp:1309-1316.
  7. Sameep Singh and Kuldip S. Rattan , Implementation of a Fuzzy Logic Controller on an FPGA using VHDL 0-7803-7918-7/03/$17. 00 @ 2003 IEEE pp:110-115. .
  8. Mohamed Slim Masmoudi, Insop Song, Fakhreddine Karray, Mohamed Masmoudi, Nabil Derbel, HARDWARE/ SOFTWARE APPROACHE FOR THE FPGA IMPLEMENTATION OF A FUZZY LOGIC CONTROLLER 0-7803-9727-4/06 2006 IEEE.
  9. Scott Dick, Vincent Gaudet, Huiqing Bai, Bit-Serial Arithmetic: A Novel Approach to Fuzzy Hardware Implementation, 978-1-4244-2352-1/08/$25. 00 ©2008 IEEE
  10. Douglas Perry, VHDL Programming by Example, Tata McGrawHill Publishers, VI edition
Index Terms

Computer Science
Information Sciences

Keywords

Defuzzification Fuzzy Logic Fpga Fuzzification Soft Computing Traffic Light Controller