Abstract
References
- Driankov, D., Hellendoorn, H., & Reinfrank, M. (1993). An introduction to fuzzy control. Springer eBooks.
- 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).
- 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.
Abstract
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.
References
- Driankov, D., Hellendoorn, H., & Reinfrank, M. (1993). An introduction to fuzzy control. Springer eBooks.
- 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).
- 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.
Details
| Primary Language | English |
|---|---|
| Subjects | Software Engineering (Other) |
| Journal Section | Articles |
| Authors | |
| Early Pub Date | December 18, 2023 |
| Publication Date | November 30, 2023 |
| Published in Issue | Year 2023Volume: 24 |
