The invention discloses a driving safety system based on multi-source data fusion and an intelligent control method. The driving safety system comprises a data acquisition device, a central processing unit and an alarm device, the signal output end of the data acquisition device is connected with the signal input end of the central processing unit, and the signal output end of the central processing unit is connected with the signal input end of the alarm device; the data acquisition device comprises a driver state acquisition module and an external data acquisition module; the driver state acquisition module comprises a non-contact eye tracker, a hand operation position pressure sensor and an audio acquisition part, and the external data acquisition module comprises a vehicle data acquisition unit and an external camera. According to the invention, multi-source data, a deep learning technology and a self-adaptive adjustment mechanism are comprehensively utilized, and the modules work cooperatively, so that the state of a driver can be identified accurately, vehicle behaviors can be monitored in real time, accurate identification and prediction of various dangerous behaviors in the driving process can be realized, and the driving safety can be improved. And reliable technical support is provided for improving the driving safety of the vehicle.
本发明公开了基于多源数据融合的驾驶安全系统及智控方法,包括数据采集装置、中央处理器和报警装置;数据采集装置的信号输出端与中央处理器的信号输入端连接,中央处理器的信号输出端与报警装置的信号输入端连接;数据采集装置包括驾驶员状态采集模块和外部数据采集模块;驾驶员状态采集模块包括非接触式眼动仪、手部操作位压力传感器和音频采集部,外部数据采集模块包括车辆数据采集器和车外摄像头。本发明综合利用多源数据、深度学习技术和自适应调整机制,各模块相互协同工作,以对驾驶员状态的准确识别和对车辆行为的实时监测,实现了对驾驶过程中多种危险行为的准确识别和预测,为提高车辆驾驶安全性提供了可靠的技术支持。
Driving safety system based on multi-source data fusion and intelligent control method
基于多源数据融合的驾驶安全系统及智控方法
2024-07-05
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 |
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