We present a point-based spatiotemporal first-order logic for represen
ting the qualitative and quantitative spatial temporal knowledge neede
d to reason about motion in a two-dimensional space. A feature of the
logic is the uniform treatment of space and time. The knowledge of a s
implified world, a two-dimensional street network with active traffic
lights, is represented, and the reasoning problem of how a robot moves
from one place to another in the world is formalized with the propose
d logic.