Perceptual Incompleteness in Autonomous Driving: From Information Deficiency to System-Level Propagation
Four improvement strategies are proposed: constructing a joint modeling framework to address the causal coupling among the three types of deficiency, designing probabilistic module interfaces to prevent information attenuation, establishing standardization of cross-module probabilistic semantics, and developing a close...