Ontology-based adaptive testing for automated driving functions using data mining techniques
Transportation Research Part F: Traffic Psychology and Behaviour(2019)
摘要
•Coverage-driven verification of automated driving applications for intelligent transportation systems.•Multivariate time-series analysis from on-road field observations using hierarchical clustering.•Criticality correlation between synthetic and naturalistic driving scenarios.•Ontology-based knowledge management from field-based observations and knowledge experiences.•Generic architecture of big testing database for executable specifications in an adaptive test coverage.
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关键词
Event-based time-series analysis,Data mining,Hierarchical agglomerative clustering,Ontology-based test scenario synthesis,Hardware-in-the-Loop co-simulation platform
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