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GPUs have been shown to cover the computing performance needs of autonomous driving (AD) systems. However, since the GPUs used for AD build on designs for the mainstream market, they… Click to show full abstract
GPUs have been shown to cover the computing performance needs of autonomous driving (AD) systems. However, since the GPUs used for AD build on designs for the mainstream market, they may lack fundamental properties for correct operation under automotive's safety regulations. In this paper, we analyze some of the main challenges in hardware and software design to embrace GPUs as the reference computing solution for AD, with the emphasis in ISO 26262 functional safety requirements.
Keywords:
challenges opportunities;
safety related;
gpus automotive;
safety;
opportunities gpus;
related challenges
Journal Title: IEEE Micro
Year Published: 2018
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Journal Title: IEEE Micro
Year Published: 2018
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!