Static Analysis in Embedded and Electronic Systems: Challenges, Applications, and Future Perspectives

Abstract

Static analysis has become a fundamental technology in embedded, cyber-physical, and electronic system software engineering due to the increasing complexity of modern software-controlled systems and the growing demand for safety, security, and reliability. This article examines the evolution of static analysis from an academic verification method to an essential industrial practice across safety-critical and security-sensitive domains. The study explores the role of Static Application Security Testing (SAST), smart contract verification, embedded and automotive system analysis, and AI/ML software testing. It further investigates major limitations of current static analysis methodologies, including scalability challenges, false positives, soundness–precision trade-offs, and benchmarking difficulties. The article also highlights how modern static analysis frameworks support compliance with international safety standards and enable the secure development of cloud-native, autonomous, and intelligent systems. Finally, the study concludes that static analysis will remain indispensable for ensuring software correctness, cybersecurity, functional safety, and trustworthiness in next-generation digital infrastructures and cyber-physical environments.