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Adaptive Control System for Autonomous Vehicle Path Following

机译:自主车辆路径跟随的自适应控制系统

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Autonomy in vehicles is a rapidly expanding technology that is of interest in many major car companies. Autonomous driving enables safer journeys by removing human error in driving, as well as reducing driving time and fuel consumption by optimizing the engine and brake actuation. While certain autonomous functions in cars have been in use for over a decade, such as lane keeping and automatic parking these features are subject to specific scenarios. A fully automated vehicle needs to take into account the unpredictable and complex environments that cars drive in. The idea of a self-driving car in a city environment needs specific requirements such as reliable path following, accurate sensor data and safe drive. The scope of this paper is to create a simple path following solution which enables an autonomous car to accurately traverse along any given path.
机译:车辆的自主性是一种快速扩展的技术,许多大型汽车公司都对此感兴趣。自主驾驶可消除人为驾驶中的错误,从而使旅途更安全,并通过优化发动机和制动器致动来减少驾驶时间并减少燃油消耗。尽管汽车中的某些自动功能已使用了十多年,例如车道保持和自动停车,但这些功能仍要视具体情况而定。全自动驾驶汽车需要考虑到汽车行驶在无法预测和复杂的环境中。在城市环境中自动驾驶汽车的想法需要特定的要求,例如可靠的路径跟踪,准确的传感器数据和安全的驾驶。本文的范围是创建一种简单的路径跟踪解决方案,使自动驾驶汽车能够准确地沿任何给定路径行进。

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