Type-1 fuzzy logic algorithm for low cost embedded systems

Implementation of Fuzzy Logic Controller Algorithms with MF optimization on FPGA

“…Incorporating FPGAs in DC motor speed control offers several advantages, such as enhanced flexibility, highspeed processing capabilities, integration of multiple functions, customizability, real-time monitoring, reduced system cost, and potential energy efficiency [39,23,22,36,11,25,1,38,32,20].…”

“…The key works in [32] and [20], representing a branch of research in FPGA implementation, are the subject of our study. In [32], the authors propose a new fuzzy logic algorithm and compare it with the traditional fuzzy logic algorithm. They provide a detailed discussion of the comparative results obtained from the analysis.…”

Embedded fuzzy controller for water level control

“…Unlike the examples presented previously, lowcost portable systems capable of embedding a fuzzy algorithm for level control are rare; this is precisely the scope of this work. Control algorithms can be embedded at low cost into microcontrollers [20], [21], in the same way that fuzzy systems are found in state-of-the-art, oriented to internet of things (IoT) data acquisition [22], and implemented in microcontrollers [23] as low-cost solutions. To address this last issue, some authors have embedded a fuzzy controller into a microcontroller system that makes measurements of the level and controls an actuator to regulate a storage tank's water level.…”