The invention discloses a tracked
robot slide parameter detection method. According to the method, by introducing an
optimal estimation theory and a
terrain detection
algorithm, the
estimation value of slide parameters of a
robot can be obtained. The detection method includes the steps of conducting initialization, collecting data of sensors, conducting
terrain detection, adjusting a process noisevariance of a slide
system, detecting the state, updating the state and outputting an
estimation value of a slide coefficient. In the process of predicting the state, a colorless conversion mode is introduced to ensure the accuracy of
state prediction under a strong nonlinear condition; since the
terrain detection is introduced, when an obvious change happens to terrains, the
process noise variance of the slide
system can be adjusted according to the method. By means of the adaptive mechanism, the stability of
estimation of the slide coefficient can be ensured, the convergence time is shortened at the same time, and the method is suitable for scenes with complicated terrains.