The invention discloses an automobile track prediction system based on an LSTM technology and a prediction method thereof. The system comprises a prediction system control panel, a video acquisition module, a speed acquisition module, an information processing module, an auxiliary driving module, a trajectory prediction module, a motion prediction module, an LSTM model establishment module, an LSTM analysis module, a risk early warning module, an information storage module, an emergency management module and an instruction output module. A view screen acquisition module is arranged on one sideof the top of the prediction system control panel; a speed acquisition module is arranged in the center of one side of the prediction system control panel. In the automobile track prediction system based on an LSTM technology and the prediction method thereof, the operation is convenient, automobile track prediction data is highly integrated, prediction is carried out through an LSTM technical algorithm, different automobile track predictions are calculated and compared, the risk of automobile track motion change can be reduced, intelligent management is achieved, and the personal safety of passengers and drivers can be protected.
本发明公开了一种基于LSTM技术的汽车轨迹预测系统及其预测方法,包括预测系统控制板、视屏采集模块、速度采集模块、信息处理模块、辅助驾驶模块、弹道预测模块、运动预测模块、LSTM模型建立模块、LSTM分析模块、风险预警模块、信息存储模块、应急管理模块和指令输出模块,所述预测系统控制板顶部一侧设置有视屏采集模块,所述预测系统控制板一侧中心处设置有速度采集模块,该一种基于LSTM技术的汽车轨迹预测系统及其预测方法操作方便,将汽车轨迹预测的数据进行高度集成,通过LSTM技术算法进行预测,计算不同的汽车轨迹预测进行比对,有利于降汽车轨迹运动变更发生的风险,使其智能化管理,有利于保护乘客与驾驶员的人身安全。
Automobile track prediction system based on an LSTM technology and prediction method thereof
一种基于LSTM技术的汽车轨迹预测系统及其预测方法
2020-09-18
Patent
Electronic Resource
Chinese
IPC: | G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / 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 / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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