I would assume if there was a dicky connection to the power supply connector, the whole radio would be on and off rather than just experiencing 'static'. As mentioned previously, switch-mode power supplies can generate a lot of 'hash' (not static, there's a difference). Connect it all up then wrap the GPS and leads in aluminium foil, being careful not to burn the block down. Just another idea that may help...