Recently location estimation systems have included extra hardware to estimate orientation as well as location. Herein, a novel robust combined orientation-location estimation algorithm that relies on Time of Arrival (ToA) and Angle of Arrival (AoA) measurements is presented. Simulations show that the method provides high accuracy location and orientation estimation for typical errors in ToA and AoA measurements.