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A simulation study of an autonomous steering system for on-road operation of automotive vehicles

机译:汽车道路行驶自动驾驶系统的仿真研究

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摘要

The study of human driving of automotive vehicles is an important aid to the development of viable autonomous vehicle navigation techniques. Observation of human behavior during driving suggests that this activity involves two distinct levels, the conscious and the unconscious. Conscious actions relate to the logical behavior of a driver such as stopping the vehicle when a traffic light is red, slowing down the vehicle when it turns a bend, etc. Such behavior can be described using natural human language. The unconscious actions of a driver are much less obvious. There are many such activities occurring while we are driving a vehicle to a particular destination. One of the important unconscious efforts involves the selection of successive points on the road to steer the vehicle towards in order to achieve the desired road-following behavior. This research work attempts to mimic this unconscious behavior through the use of a computer simulation model. Keywords: Robotics; Artificial intelligence; Mobile; Mathematical models. (Author)
机译:对汽车的人类驾驶的研究对可行的自动驾驶汽车导航技术的发展提供了重要的帮助。对驾驶过程中人类行为的观察表明,该活动涉及两个不同的层次,即有意识的和无意识的。有意识的动作与驾驶员的逻辑行为有关,例如当交通信号灯为红色时停止车辆,在转弯时使车辆减速等。此类行为可以使用自然的人类语言来描述。驾驶员的无意识行为不那么明显。在我们将车辆驾驶到特定目的地时,发生了许多此类活动。重要的无意识努力之一涉及选择道路上的连续点以使车辆转向以实现期望的道路跟随行为。这项研究工作试图通过使用计算机仿真模型来模仿这种无意识的行为。关键词:机器人技术;人工智能;移动;数学模型。 (作者)

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