An upgrade to P-Box, our P-Box Plus integrates high-precision map data. The system, empowered by the high-precision Kalman filter, provides ADAS & autonomous driving with a lightweight positioning solution. Typical applications include L2 high-speed pilot driving, crowdsourcing map collection and construction, dynamic map matching, PCC commercial vehicle predictive endurance and automatic valet parking (AVP), etc.