A method, apparatus and computer program product are provided to collect a channel information in conjunction with wireless communications; estimate at least one of a line of sight traffic and a non-line of sight traffic on the channel based on channel information; and select, with a processor, a frequency band, wherein the frequency band includes at least a respective frequency or frequency range and a frequency band or plurality of frequency bands and a bandwidth for the respective frequency or frequency range and time allocation for the frequency or frequency range. The selection is based on the estimated line of sight and non-line of sight traffic, wherein the respective frequency band comprises selecting at least one of a first frequency band or a second frequency band with the first and second frequency bands being different from one another.