DocumentCode :
2216370
Title :
Fuzzy logic controller for autonomous navigation
Author :
Muthu, Tamilarasi ; Thierry Gloude, R. ; Swaminathan, Sivashankar ; Satish Kumar, L.
Author_Institution :
Dept. of ECE, Pondicherry Eng. Coll., Puducherry, India
fYear :
2012
fDate :
4-5 April 2012
Firstpage :
81
Lastpage :
92
Abstract :
In this correspondence, we present the performance of a low cost, fuzzy logic based controller for autonomous navigation in which the controller makes the system move through obstacles without human intervention in an efficient manner. The obstacle is sensed using a proximity sensor. We have determined the turning angle as a function of distance between the sensor and the obstacle. We evaluated the fuzzy rules for different sets of conditions. Our simulation study shows that the fuzzy algorithm outperforms the classical algorithms such as steer away from centre and steer away from surface for autonomous navigation. Further, in this correspondence, we present the way we developed the fuzzy logic controller along with liquid crystal display (LCD) controller, universal asynchronous receiver transmitter (UART), American standard code for information interchange (ASCII) to binary converter and binary to ASCII converter using verilog and implemented in Spartan 3E field programmable gate array (FPGA). It is extensively demonstrated through the implementation the way a data intensive algorithm can be coded using a hardware description language and tested on an FPGA before being tapped out into an integrated circuit (IC) in a manufacturing process.
Keywords :
collision avoidance; field programmable gate arrays; fuzzy control; fuzzy set theory; hardware description languages; liquid crystal displays; microcontrollers; mobile robots; sensors; ASCII to binary converter; American standard code for information interchange; Spartan 3E field programmable gate array; Verilog; autonomous navigation; binary to ASCII converter; fuzzy algorithm; fuzzy logic controller; fuzzy rules; hardware description language; human intervention; integrated circuit; liquid crystal display controller; obstacle sensing; proximity sensor; turning angle; universal asynchronous receiver transmitter; Capacitors; Clocks; Hardware; Liquids; Logic gates; Navigation; Resistors; Autonomous navigation; field programmable gate array (FPGA); fuzzy logic controller; hardware description language; microcontroller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Signal Processing (ICCSP), 2012 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4673-1621-7
Type :
conf
DOI :
10.1109/ICCSP.2012.6208399
Filename :
6208399
Link To Document :
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