Single chip digital CMOS implementation of a reconfigurable fuzzy logic traffic controller

被引:3
作者
Seyedtabaii, S. [1 ]
Khalaji, A. [1 ]
机构
[1] Shahed Univ, Dept Elect Engn, Tehran, Iran
关键词
Fuzzy logic; traffic light control; CMOS design; VHDL; HARDWARE IMPLEMENTATION;
D O I
10.3233/IFS-131051
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, single chip CMOS design of a reconfigurable fuzzy traffic light controller is studied. The chip inputs are traffic data and parameters of fuzzy membership degrees (MD). MD's are allowed to have variable numbers of reconfigurable trapezoidal membership functions. Based on the traffic density, the fuzzy traffic controller decides either to terminate the current green phase or to prolong it for better intersection traffic handling. Import/export of data and working parameters are carried out through a serial link. The chip is designed using Very High Speed Integrated Circuit (VHSIC) Hardware Description Language (VHDL) and its layout is derived using SOC Encounter. Parallel and sequential architectures for fuzzy processing which have diverse impacts on the chip area (cost) and fuzzy process delay (speed) are evaluated. The design of choice is a sequential architecture maintaining low power, low die area (cost) and adequately fast speed, to be capable of containing the entire fuzzy traffic control and data collection hardware. The simulated chip performance is tested versus full software implementation of the algorithm.
引用
收藏
页码:921 / 928
页数:8
相关论文
共 9 条
[1]  
[Anonymous], 1997, COMPUTATIONAL APPROA
[2]  
Antonio PC, 2010, LECT NOTES ARTIF INT, V6438, P487
[3]  
Zavala AH, 2009, LECT NOTES ARTIF INT, V5845, P432, DOI 10.1007/978-3-642-05258-3_38
[4]  
Murshid AM, 2011, INT J FUZZY SYST, V13, P74
[5]   Hardware implementations of digital fuzzy logic controllers [J].
Patyra, MJ ;
Grantner, JL .
INFORMATION SCIENCES, 1999, 113 (1-2) :19-54
[6]   Two-Stage Fuzzy Logic Controller for Signalized Intersection [J].
Qiao, Jian ;
Yang, Naiding ;
Gao, Jie .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2011, 41 (01) :178-184
[7]  
Rudas Imre J., 2009, 2009 IEEE 7th International Conference on Computational Cybernetics (ICCC 2009), P157, DOI 10.1109/ICCCYB.2009.5393942
[8]   A two-stage fuzzy logic controller for traffic signals [J].
Trabia, MB ;
Kaseko, MS ;
Ande, M .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 1999, 7 (06) :353-367
[9]  
Van Leekwijck W, 1999, FUZZY SET SYST, V108, P159, DOI 10.1016/S0165-0114(97)00337-0