A radio frequency interconnect (RFI) includes a transmitter side connected to a first end of a channel, a receiver side connected to a second end of the channel opposite the first end and a calibration system. The receiver side includes at least one of the following configurations: (a) at least one gain control amplifier (GCA) or at least one analog to digital converter (ADC). The calibration system is configured to transmit a predetermined data set through the channel, receive an output from the at least one ADC or the at least one GCA, and calibrate the at least one ADC or the at least one GCA based on a measured data set. The output includes the measured data set based on the predetermined data set transmitted through channel.