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