Construction of Driving State Prediction Model Based On the Adjustment Variables of the Layout Elements

Abstract

This paper studies and analyzes the influence of cab layout elements such as vehicle seat, steering wheel, mirror and other adjustment variables on driving posture. The prediction model of adjustment variables of each arrangement element and key elements of driving posture is also established. Based on the multivariate factor regression analysis of the experimental data, the variables were adjusted according to the layout elements of the vehicle cab, and the corresponding driver’s posture and human physical characteristics were predicted. At the same time, this paper collects new experimenter data, evaluates and verifies the prediction effect of the model, and analyzes the shortcomings and limitations of the prediction model.