Why ?  Noise and interference are time-varying and unknown.   Channels are also time-varying in wireless environment.
	How?  Adaptive filters automatically adjust to the environment and track variations in it.  Adaptive filtering is a low-complexity alternative even in known environments.   Availability of powerful adaptation algorithms.