This paper takes the attitude control of quadrotors as the research object, takes quaternion as pose description, uses nonlinear filtering algorithm as the main research target, based on Matlab simulation platform, makes the attitude control design for the quadrotors, takes the optimization of nonlinear filtering algorithm as the emphasis, and makes comparison by combining usual filtering algorithms.The experimental results show that RPF is more applicable to attitude angel renew calculation.