Here, a contribution to the Improvised Explosive Devices remote detection in Colombia in terms of Ground Penetrating Radar signal analysis is presented. The Complex Natural Resonances Extraction Methods for characterizing buried objects are compared, and from this evaluation and analysis, a new method is proposed with an increased accuracy and hardware suitability factor. Finally, a hardware implementation of this method is tested in an ARM processor.