The invention relates to the technical field of auxiliary driving, in particular to an auxiliary driving method and system based on artificial intelligence. The method comprises the following steps: S1, generating an abnormal event image recognition result; s2, event area information is generated; s3, generating a preferable detour path; s4, generating a path experience evaluation result; s5, generating a detour scheme recommendation; and S6, generating a driving assistance prompt. The system comprises an abnormity identification module, an area delimiting module, a path analysis module, a path selection module, a path simulation module, an evaluation sorting module and a navigation prompting module. According to the method, the decision-making process of auxiliary driving is optimized through the random forest algorithm, the priority of the detouring scheme can be dynamically adjusted according to the current traffic condition through the Q learning algorithm, the driving experience and safety are optimized, the intelligent decision-making ability of auxiliary driving is improved, errors caused by manual operation are reduced, and the traffic safety and the road use efficiency are improved.
本发明涉及辅助驾驶技术领域,具体涉及一种基于人工智能的辅助驾驶方法及系统。其方法包括如下步骤:S1、生成异常事件图像识别结果;S2、生成事件区域信息;S3、生成优选绕行路径;S4、生成路径体验评估结果;S5、生成绕行方案推荐;S6、生成驾驶辅助提示。其系统包括:异常识别模块、区域划定模块、路径分析模块、路径选择模块、路径模拟模块、评估排序模块和导航提示模块。本发明通过随机森林算法优化辅助驾驶的决策过程,通过Q学习算法能够根据当前交通情况动态调整绕行方案的优先级,优化驾驶体验和安全性,提升辅助驾驶的智能决策能力,减少人为操作的错误,提高交通安全和道路使用效率。
Auxiliary driving method and system based on artificial intelligence
基于人工智能的辅助驾驶方法及系统
2024-08-09
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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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