A LiDAR fiducial marker achieving 309m recognition distance — approximately 19× longer than prior work — by encoding IDs into temporal reflection patterns using a single laser return on a PDLC film. Integrated into an autonomous localization system enabling GPS-free, sub-meter accurate positioning of construction machinery in GPS-denied environments such as tunnels and open terrain.