Design and Simulation of a fuzzy Controller for a busy Intersection


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Rule Num

Inputs

Output

Length of
Link

Length of Queue

Length of arrived

Extend

1

Z







Z

2

S

S

S

S

3

S

M

S

S

4

S

L

S

S

5

S

S

M

S

6

S

M

M

S

7

S

L

M

S

8

VS

S

L

S

9

VS

M

L

S

10

VS

L

L

S

11

VL

S

S

M

12

M

M

S

M

13

VS

L

S

M

14

L

S

M

M

15

M

M

M

M

16

S

L

M

M

17

L

S

L

M

18

M

M

L

M

19

S

L

L

M

20

VL

S

S

L

21

VL

M

S

L

22

L

L

S

L

23

VL

S

M

L

24

VL

M

M

L

25

L

L

M

L

26

L

S

L

L

27

L

M

L

L

28

M

L

L

L



Rule
Num.

Inputs

Output

Waiting Time

Length of
Link Num

Length of
Queue Num

Ur guige

1

Z







Z

2

S

Short

S

S

3

S

Medium

S

S

4

M

Long

S

S

5

S

Short

M

S

6

S

Medium

M

S

7

M

Long

M

S

8

S

Short

L

S

9

S

Medium

L

S

10

S

Long

L

S

11

S

Short

S

M

12

M

Medium

S

M

13

L

Long

S

M

14

S

Short

M

M

15

M

Medium

M

M

16

L

Long

M

M




17

S

Short

L

M

18

M

Medium

L

M

19

M

Long

L

M

20

M

Short

S

L

21

L

Medium

S

L

22

VL

Long

S

L

23

M

Short

M

L

24

L

Medium

M

L

25

L

Long

M

L

26

S

Short

L

L

27

M

Medium

L

L

28

M

Long

L

L


References

  1. S. Barzegar, M. Davoudpour, M.R. Meybodi, A. Sadeghian, M. Tirandazian, “Traffic Signal Control with Adaptive Fuzzy Coloured Petri Net Based on Learning Automata,” North American Fuzzy Information Processing Society (NAFIPS), pp. 1-8, 2010.

  2. H. Chen, S. Chen, “A method of traffic real-time fuzzy control for an isolated intersection,” Signal and Control, vol. 21, no. 2, pp.74-78, 1992.

  3. L.L. Chen, A.D. May, D.M. Auslander, “Freeway ramp control using fuzzy set theory for inexact reasoning,” Transportation Research, vol. 24, no. 1, pp.15-55, 1990.

  4. R.L. Kelsey, K.R. Bisset, “Simulation of traffic flow and control using fuzzy and conventional methods,” Fuzzy Logic and Control: Software and Hardware Applications, pp.262-278, 1993.

  5. Kulkarni, G.H., Waingankar, P.G., “Fuzzy Logic Based Traffic Light Controller,” Second International Conference on Industrial and Information Systems, ICIIS, 2007.

  6. E. Jammeh, M. Fleury, M. Ghanbari, “Fuzzy-Logic Congestion Control of Transcoded Video Streaming Without Packet Loss Feedback,” IEEE Trans on Circuits and Systems for Video Technology, vol. 18, no. 3, pp. 387 - 393, 2008.

  7. A. Paz, S. Peeta, “Fuzzy Control Model Optimization for Behavior­Consistent Traffic Routing Under Information Provision,” IEEE Trans on Intelligent Transportaion Systems, vol. 9, no. 1, pp. 27-37, 2008.

  8. Niittymaki, J., Pursula, M., Signal control using fuzzy logic, Fuzzy Sets and Systems, vol.116, no.1, pp.11-22, 2000.

  9. M. Nakatsuyama, H. Nagahashi, N. Nishizuka, “Fuzzy logic phase controller for traffic junctions in the one-way arterial road,” Ninth Triennial world congress, pp.2865-2870, 1984.

  10. Pappis, C.P., Mamdani, E.H., A Fuzzy Logic Controller for a Traffic Junction, IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-7, no.10, pp.707-717, 1977.

  11. Rahman, S.M., Ratrout, N.T., “Review of the Fuzzy Logic Based Approach in Traffic Signal Control,” Journal of Transportation Systems Engineering and Information Technology, pp.58-70, 2009.

  12. Ross, T.J., Fuzzy Logic with Engineering Applications, McGraw - Hill, Singapore, 1997.

  13. M.B. Trabia, M.S. Kaseko, M. Ande, “A two-stage fuzzy Logic controller for traffic signals,” Transportation Research, vol.7, no.6, pp.353-367, 1999.

  14. Y. Wenchen, Z. Lun, H. Zhaocheng, Z. Lijian, “Urban traffic signal two-stage combination fuzzy control and Paramics simulation,” International Conference on Systems and Informatics (ICSAI), pp. 771­775, 2012.

  15. F.V. Webster, Traffic signal settings, Road Research Technical. London, U.K., no.39, Road Res. Lab., 1958.

  16. R. Akcelik, “Time-dependent expressions for delay, stop rate and queue length at traffic signals,” Australian Road Res. Board, Australia, 1980.

  17. R. Akcelik, “Traffic Signals: Capacity and Timing Analysis,” Australian Road Res. Board, 1981.

  18. E. Azimirad, N.Pariz, and M. B. Naghibi Sistani, “A Novel Fuzzy Model and Control of Single Intersection at Urban Traffic Network,” IEEE System Journal, vol. 4, no.1,pp. 107-111, 2010.

  19. Z. Tian, Capacity Analysis of Traffic-Actuated Intersections, Thesis of Master of Science in Transportation, Massachusetts Institute of Technology, September 2002.


978-1-4673-5285-7/13/$31.00 ©2013 IEEE



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