Positioning and mapping technology is a difficult and hot topic in autonomous driving environment sensing systems. In a complex traffic environment. the signal of the Global Navigation Satellite System (GNSS) will be blocked. leading to inaccurate vehicle positioning. https://www.opheliasmuse.com/