This indicates that some gain stage is deep onto non-linear region, onto saturation, as Preston Guynn says. Check the output at each gain stage, and try reducing CW signal power.
Are you doing short-range measurements of a system meant to operate at long range? Signal power will fall as 1/range2 so at 1 m will be 40 dB higher (100 times the voltage) than at 100 m.