A Three Minute Thesis presentation given at EUSIPCO 2026, covering how camera, LiDAR, and radar contribute complementary strengths to occupancy grid mapping: cameras supply visual priors that guide occupancy allocation, LiDAR adds accurate range detection, and radar remains dependable in adverse weather while its Doppler returns support probabilistic inter-frame consistency.