In this work we present a control strategy under sensing uncertainties for mobile robot navigation. The sensing system is represented using three levels of abstraction. Sensing uncertainties are embedded into the model to perform tolerance analysis for data recovery and timing. A server-client model is implemented where the server executes commands and clients run in parallel.