This paper discusses the limitations of controlling sidelobes with Monopulse Beamforming Networks in Active Electronically Scanned Antenna Arrays (AESA's). Uniform, Taylor, split Taylor and Bayliss amplitude weightings are presented from a system level perspective, when balancing the need for sidelobe control versus Size, Weight, Power and Cost (SWAP-C).