Next Generation Automotive Architecture Modeling and Exploration for Autonomous Driving.
Journal
IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2016, Pittsburgh, PA, USA, July 11-13, 2016
Pages
53-58
Date Issued
2016
Author(s)
Abstract
To support emerging applications in autonomous and semi-autonomous driving, next-generation automotive systems will be equipped with an increasing number of heterogeneous components (sensors, actuators and computation units connected through various buses), and have to process a high volume of data to percept the environment accurately and efficiently. Challenges for such systems include system integration, prediction, verification and validation. In this work, we propose an architecture modeling and exploration framework for evaluating various software and hardware architecture options. The framework will facilitate system integration and optimization, and enable validation of various design metrics such as timing, reliability, security and performance.
SDGs
Type
conference paper