The curve fitting method can precisely extract the 4 parameters of sine wave. But, because of the difficulty of data processing, the application of curve fitting method is limited to some extent. The article introduces a solution based on genetic algorithms and studies the selection of the initial population size, generation quantity, encoded mode and the design of fitness function. The experimental data indicate that the method has the advantage of global convergence and high aceuracy.