In the realm of communication systems, accuracy hinges on the ability to transmit and interpret information with clarity. Crucial to this process is the concept of signal-to-noise ratio (SNR). SNR quantifies the strength of a desired signal relative to the unwanted signals present in the communication channel. A high SNR indicates a stronger signal