With the wide applications of free space optical communication,laser communication link based on airborne platform has become a hot research topic.Tracking and forecasting performance of airborne platform,a typical non-linear prediction problem,determines the result of communication.In this paper,a modified method based on particle filter is proposed.Simulations proveits good self-adaption performance for airborne platforms.