The invention discloses a control method for assisting human-vehicle interaction based on a lightweight large model, and relates to the technical field of human-vehicle interaction. The method at least comprises the following steps: S1, constructing and applying a lightweight student model; s2, carrying out double-stage pre-training on the model; s3, continuously optimizing and updating the mechanism; and S4, interaction between the cloud and the vehicle-mounted system. According to the driving scene optimization model, the emotional state and intention of the driver can be recognized more accurately, so that the intelligent level of man-vehicle interaction is improved, optimization is conducted by continuously collecting data in the driving scene, the model can better adapt to the specific driving environment and user requirements, scene adaptability is achieved, and the driving experience is improved. And the lightweight student model is compared and optimized by using the high-capability model of the cloud, so that the vehicle-mounted model keeps lightweight, and the response accuracy and personalization are improved.
本发明公开了一种基于轻量化大模型的辅助人车交互的控制方法,涉及人车交互技术领域。本发明至少包括以下步骤:S1:轻量化学生模型的构建和应用;S2:模型的双阶段预训练;S3:持续优化和更新机制;S4:云端和车载系统间的交互。本发明通过针对驾驶场景优化的模型,能更准确地识别驾驶者的情感状态和意图,从而提升人车交互的智能化水平,且通过不断收集驾驶场景下的数据进行优化,使得模型能更好地适应具体驾驶环境和用户需求,实现场景适应性,且利用云端的高能力模型对轻量级学生模型进行对比和优化,使车载模型在保持轻量化的同时,提高了响应的准确性和个性化。
Control method for assisting human-vehicle interaction based on lightweight large model
一种基于轻量化大模型的辅助人车交互的控制方法
2024-04-30
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 / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR |
Pedal simulator of large vehicle control assisting system
European Patent Office | 2022
|VEHICLE DRIVE ASSISTING SYSTEM AND VEHICLE DRIVE ASSISTING METHOD
European Patent Office | 2018
|VEHICLE DRIVE ASSISTING SYSTEM AND VEHICLE DRIVE ASSISTING METHOD
European Patent Office | 2018
|VEHICLE DRIVE ASSISTING SYSTEM AND VEHICLE DRIVE ASSISTING METHOD
European Patent Office | 2018
|VEHICLE DRIVE ASSISTING SYSTEM AND VEHICLE DRIVE ASSISTING METHOD
European Patent Office | 2018
|