MC/DC Test Case Automatic Generation for Safety-Critical Systems

Cong Wang, Haiying Sun, Hui Dou, HongTao Chen, Jing Liu

Abstract: Testing is an essential part of the software development of Safety-Critical Systems (SCSs). Since it can automatically generate test cases using the system requirement models, Model-Based Testing (MBT) is suitable for SCSs. However, most of the existing system modeling languages for SCSs mainly focus on representing functional requirements rather than safety, e.g., SysML. In this paper, we first propose a modeling language, Safety SysML State Machine (S2MSM), to guarantee safety during the requirement modeling stage. Second, we propose a model transformation algorithm to transform the S2MSM model into an intermediate model. Then, we design a time flow operation sequence that simulates the external real-time environment. Finally, we generate test cases from the intermediate model according to the MC/DC criterion and time flow operation sequence. We conduct a case study on a real-world SCS application to demonstrate the effectiveness and efficiency of the proposed approach.

External IDs:dblp:conf/qrs/WangSDCL22