A multi-band communication system (400). The system includes a plurality of transmit channels (420-1, 420-N), wherein each transmit channel (420-X) transmits data streams through a single sub-band; and a plurality of receive channels (460-1, 460-N), wherein each receive channel (460-X) receives data streams of a single sub-band. In an embodiment of the invention, each transmit channel (420-X) and its respective receive channel (460-X) are configured with a different set of channel codes to encode and decode the data. The set of channel codes is determine by an adaptive modulation coding (AMC) controller (461-X) based on the condition of the link between a transmit channel (420-X) and a receive channel (460-X).