A system that incorporates teachings of the subject disclosure may include, for example, a method for identifying a spectral region in a radio frequency spectrum, determining a signal strength of the spectral region, determining a correlation factor by correlating the signal strength of the spectral region, identifying from the correlation factor interference in the spectral region, repeating a determination of the correlation factor and an identification of the interference until a desired confidence level has been achieved, and generating coefficient data to substantially suppress the interference in the channel responsive to achieving the desired confidence level. Other embodiments are disclosed.