Availability Analysis of Satellite Positioning Systems for Aviation Using the PRISM Model Checker
Yu Lu, Alice Ann Miller, Chris Johnson, Zhaoguang Peng, Tingdi Zhao · 2014
This paper highlights an application of probabilistic model checking to satellite positioning systems for aircraft guidance. After introducing our formal approach based on using the PRISM model checker, we built a model of a global navigation satellite system (GNSS) based positioning system for a specific flight in the probabilistic π-calculus, a process algebra which supports modelling of concurrency, uncertainty, and mobility. After that, we encode our model into the PRISM language. We then analyse the availability properties that relate to the dependability and overall performance of the underlying system. The aim of our research is to use PRISM to assist industrial designers and developers of the GNSS.