Band-limited noise refers to a noise signal that has been filtered to only contain frequencies within a certain range, making it crucial in fields like communications and audio processing to avoid interference and maintain signal clarity. By restricting the frequency content, band-limited noise helps in optimizing system performance and ensuring compliance with bandwidth regulations.