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Advancing autonomous driving system testing: Demands, challenges, and future directions

delete2025-08-05
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PRE
AI
Y
Yihan Liao
J
Jingyu Zhang *
J
Jacky Keung
肖艳 cover
肖艳 (Yan Xiao)
Y
Yurou Dai
DOI:10.1016/j.infsof.2025.107859delete
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Abstract

Abstract

En 中文
• We conducted a large-scale survey on autonomous driving systems (ADS) with practitioners and researchers. • We investigate the testing techniques on modular and end-to-end ADS. • We are particularly focusing on the V2X communication and the emerging role of foundation models. • We summarize the demands and future directions of emerging techniques in testing.
Keywords:
autonomous driving systems
testing techniques
V2X communication
foundation models
future directions

Journal

Information and Software Technology cover
Information and Software Technology
IF:
4.3
Papers:
3.7K
Citations:
7.7K

Organization

C
City University of Hong Kong
Scholars:
2.3W
Papers: 3.0W
Citations: 6.1W
L
Lehigh University
Scholars:
4.8K
Papers: 5.1K
Citations: 6.3K