Urban environments with various obstructions by buildings, trees or other traffic participants are extremely challenging for reliable GNSS based positioning and navigations, needed for highly automated applications such as autonomous driving or autonomous shuttle services. In this contribution, we will summarize the challenges in urban environments. We will show recent research progress at IfE Hannover to overcome them and to provide reliable positioning.