Implementation of matrix operations and the PCA algorithm for the PIC.
Proteus simulation files or PDF schematics showing how to connect sensors or displays. PCA PIC.rar
Compressing high-dimensional sensor data to save memory and processing power. Implementation of matrix operations and the PCA algorithm
Finding the vectors (directions) that contain the most variance in the data. PCA PIC.rar
Reducing the size of data before transmitting it over a slow connection like UART or SPI. ⚙️ How the Algorithm is Implemented
Multiplying the original data by these vectors to get the "Principal Components." 💻 Common Hardware Used