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This paper presents a map-aided GPS/INS localization system developed for a map-based driver safety assistance system. A low-order constrained Unscented Kalman Filter (CUKF) is adopted to fuse the GPS, INS and high-accuracy map data to provide robust lane-level vehicle position and heading estimates for time-critical safety applications. The road data from digital map is formulated as state constraints...
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