Disclosed in the invention is an off-road vehicle
path tracking stability control method for a complex
terrain. The method comprises the following steps: step 1, constructing a wheel-ground
interaction model to obtain a longitudinal force Fx, a lateral force Fy and a
vertical force Fz of the wheel-ground interaction; step 2, by means of the wheel-ground
interaction model, constructing a side-tilting evaluation index J1 and a sideslip evaluation index J2, and carrying out weighted
processing on the two indexes to obtain a comprehensive stability evaluation index
RSS; step 3, training the comprehensive stability evaluation index, and adjusting the
weight coefficient of J1 and J2 in the comprehensive stability evaluation index
RSS; step 4, by means of the comprehensive stability evaluation index, constructing an MPC controller; step 5, by means of the MPC controller, carrying out stability control on a vehicle. In the invention, a comprehensive
lateral stability evaluation index is provided, and the evaluation index is continuously optimized by means of a
reinforcement learning algorithm, so that the evaluation index can more accurately represent the
lateral stability.