The invention discloses an electric vehicle intelligent driving assistance system and method based on artificial intelligence, and belongs to the technical field of artificial intelligence. Through two influence factor levels of road condition information and a turning angle, in combination with a neural network and a Bayesian algorithm, data screening is carried out, various conditions of driving state risks are extracted, and in combination with a similarity algorithm, an optimal solution of a driving state condition closest to a current state is obtained. Whether potential safety hazards exist in the current state or not is judged, if yes, the driving speed is further regulated and controlled through the intelligent regulation and control value, and therefore a driver can be helped to accurately regulate and control the driving speed under the condition that the road condition cannot be visually perceived; particularly, the tire turning angle helps the driver to carry out intelligent regulation and early warning in two modes of straight going and turning, and safe driving of the driver is ensured.
本发明公开了一种基于人工智能的电动车智能驾驶辅助系统及方法,属于人工智能技术领域。通过路况信息和转弯角度两个影响因素层面,结合神经网络和贝叶斯算法进行数据的筛选,并对驾驶状态风险的各种情况进行提炼,再结合相似度算法,获取与当前状态最接近的驾驶状态情况的最优解,进而判断当前状态是否存在安全隐患,如果存在安全隐患,则进一步通过智能调控值对驾驶速度进行调控,从而能够帮助驾驶员在无法直观感知路况情况下,准确调控驾驶速度,尤其通过轮胎转弯角度帮助驾驶员在直行和转弯两种模式下进行智能调控和预警,确保驾驶员的安全驾驶。
Electric vehicle intelligent driving assistance system and method based on artificial intelligence
一种基于人工智能的电动车智能驾驶辅助系统及方法
2023-03-03
Patent
Electronic Resource
Chinese
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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