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Compositional code-level safety verification for automated driving controllers

delete2025-06-02
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PRE
AI
V
Vladislav Nenchev
C
Calum Imrie
S
Simos Gerasimou
R
Radu Călinescu
DOI:10.1016/j.jss.2025.112499delete
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Abstract

Abstract

En 中文
• A framework for automated verification of automated driving controller safety at code-level. • Use of compositional contracts and bounded model checking for subsystem verification. • A scalable method for verifying neural-network-based controllers. • Effective application to traditional and neural-network adaptive cruise and lane keeping controllers.
Keywords:
Formal verification
Compositional reasoning
Deep neural network verification
Model-based software analysis
Adaptive cruise control
Lane-keeping assist
Automated driving

Journal

Journal of Systems and Software cover
Journal of Systems and Software
IF:
4.1
Papers:
5.5K
Citations:
8.4K

Organization

No organization information available
Cited Papers

Cited Papers

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