The tracking control problem of trajectory planning is studied in this
paper based on prescribed performance method (PPM) for the small-scale
unmanned autonomous helicopter (UAH) with wind-gust disturbances (WGDs)
and unmeasurable states. For the purpose, the nonlinear model with
flapping dynamics is established, and the transformation performance
function is used to ensure that the errors of trajectory tracking
satisfy the corresponding performance. The fractional-order observers
are investigated to estimate the longitudinal and lateral flapping
angles that are treated as unmeasurable states, and estimate the WGDs,
respectively. Based on PPM and the designed observers, the
fractional-order theory-based backstepping trajectory tracking control
scheme is developed for the UAH system, and the three-dimensional
trajectory is planned by the improved wolf pack algorithm. Then the
stability of the entire system is proven through strict theoretical
analysis. Finally, the simulation analysis on the UAH are presented to
demonstrate the efficiency of the designed method.