In this article we present two algorithms, for reducing the effects of
control-space quantisation errors on a Khepera mobile robot. Specific
ally, we consider that control-space quantisation is present, when the
re is only a finite set of available robot wheels velocities. Thus the
velocities of the robot wheels can not be chosen from any point in a
continuous set. The first algorithm can be used to perform pure rotati
ons (no translation) of the mobile robot while reducing the effects of
these errors. The second algorithm can be used to perform robust stra
ight-line motions, between the mobile robot current position, and a pr
edefined goal position in its working environment. Simulation results
demonstrating the effectiveness of the algorithm will be presented.