TY  - JOUR
T1  - User-Defined Autogenerated Fuzzy Solvers for Embedded Applications
AU  - Vassiliev, Alexei Evgenievich
AU  - Htet, Ye Min
AU  - Shine, Htut
AU  - Vegner, Anton Victorovich
PY  - 2023
DA  - November
DO  - 10.55549/epstem.1406249
JF  - The Eurasia Proceedings of Science Technology Engineering and Mathematics
JO  - EPSTEM
PB  - ISRES Publishing
WT  - DergiPark
SN  - 2602-3199
SP  - 110
EP  - 118
VL  - 24
LA  - en
AB  - A characteristic modern trend in control systems is the use of artificial intelligence methods (including fuzzy methods) in embedded applications. The presence of limitations in the resources of such systems leads to the need to choose the best combination of fuzzifier, inference system, and defuzzifier, which requires appropriate tools. In this paper, based on the principles of fuzzy logic and fuzzy sets, we propose an integrated development environment (IDE) that generates assembly codes for microcontrollers, which will be used as fuzzy controllers in embedded applications. The user of this IDE will have the option to choose the desired fuzzifier, inference system, and defuzzifier based on the established indicators of accuracy, speed, and the amount of required memory. Our interest is to improve the efficiency of developing systems with fuzzy data processing by creating specialized integrated development environments. An example of the practical implementation of such a tool is given in this article.
KW  - Fuzzy controller
KW  - Intelligent control system
KW  - On-board microcontroller
KW  - Embedded application
CR  - Driankov, D., Hellendoorn, H., & Reinfrank, M. (1993). An introduction to fuzzy control. Springer eBooks.
CR  - Ghosh, S., & Dubey, S. K. (2013). Comparative analysis of K-Means and fuzzy C-Means algorithms. International Journal of Advanced Computer Science and Applications, 4(4).
CR  - Grum, J. (2008). Book review: Fuzzy controller design, theory and applications by Z. Kovacic and S. Bogdan. International Journal of Microstructure and Materials Properties, 3(2-3), 465.
UR  - https://doi.org/10.55549/epstem.1406249
L1  - https://dergipark.org.tr/en/download/article-file/3605103
ER  -