Coherence bandwidth is a statistical measure of the range of frequencies over which a communication channel can be considered 'flat' or frequency-nonselective, meaning the channel's gain and phase response are approximately constant. It is crucial for understanding how multipath effects impact signal transmission and is inversely related to the delay spread of the channel.