The aim of the project is to develop real-time sensor fusion algorithms to provide effective situational awareness for autonomous guided vehicles in diverse environmental conditions. The research will focus on intermediate and cooperative fusion, in which the sensor data is mostly processed near the sensor, and on reducing the reaction time in the presence of danger. Helping drivers deal with complex traffic environments and improving the traffic safety is the ultimate benefit for society.