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Self-awareness in Autonomous Automotive Systems
Johannes Schlatow
Mischa Möstl
Rolf Ernst
Marcus Nolte
Inga Jatzkowski
Markus Maurer
Christian Herber
Andreas Herkersdorf
出版
2018
URL
http://books.google.com.hk/books?id=Ebo_zQEACAAJ&hl=&source=gbs_api
註釋
Self-awareness has been used in many research fields in order to add autonomy to computing systems. In automotive systems, we face several system layers that must be enriched with self-awareness to build truly autonomous vehicles. This includes functional aspects like autonomous driving itself, its integration on the hardware/software platform, and among others dependability, real-time, and security aspects. However, self-awareness mechanisms of all layers must be considered in combination in order to build a coherent vehicle self-awareness that does not cause conflicting decisions or even catastrophic effects. In this paper, we summarize current approaches for establishing self-awareness on those layers and elaborate why self-awareness needs to be addressed as a cross-layer problem, which we illustrate by practical examples.