Systems and methods for tracking subjects within a three-dimensional physical environment are presented herein. A ranging sensor is mounted at a sensor location in the environment. The ranging sensor generates sensor output. The sensor output includes detected ranges of surfaces present in the environment as a function of orientations of the ranging sensor. Characteristics of the surface are determined using the detected ranges and orientations as polar coordinates of the surfaces.