The gantry crane lifting system is decoupled by a new underdrive system decoupling algorithm, and the optimal control is realized through the particle swarm optimization LQR weight matrix. According to experimental simulation, the precise positioning control and stable swing control of the lifting system are realized, so that the system has strong resistance to internal disturbance and has important practical application value.