A method and guidance system guides a land vehicle along a pathway using a downward-looking, lateral position-sensing, radar guidance apparatus on the vehicle and microwave reflectors distributed along the pathway. A radar sensor transmits radar signals downward towards the pathway surface along which the vehicle travels. The signals are reflected back to the vehicle by the microwave reflectors distributed along the pathway.