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