Technological Challenges in Autonomous Driving

A. K. Prakash, H. Venkataraman
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Abstract

Automotive world is quickly moving towards another revolution of driverless cars. To realize this dream in large scale will see lots of challenges in terms of product development. In this talk, I would like to address different problems which automotive industry will have to face to make this a reality. Today automotive product development and testing has matured enough to provide a reliable product to end customer. Autonomous driving will introduce complex algorithms to take actuation decision based on various sensors inputs. Managing these complex algorithms seamlessly and testing to ensure robustness will introduce new development process steps and tools. Also, the demand from the electronics to process these algorithms in real time with less power consumption will arise. Another important aspect would be to meet automotive grade and safety level. A glance at these challenges and way to overcome them will be discussed.
自动驾驶的技术挑战
汽车世界正迅速走向另一场无人驾驶汽车革命。要大规模实现这一梦想,在产品开发方面将面临许多挑战。在这次演讲中,我想谈谈汽车工业将不得不面对的不同问题,以实现这一目标。今天的汽车产品开发和测试已经足够成熟,可以为最终客户提供可靠的产品。自动驾驶将引入复杂的算法,根据各种传感器的输入做出驱动决策。无缝地管理这些复杂的算法并进行测试以确保鲁棒性,将引入新的开发过程步骤和工具。此外,电子器件对以更低功耗实时处理这些算法的需求也将出现。另一个重要的方面是满足汽车等级和安全水平。我们将讨论这些挑战和克服它们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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