This paper has solved the main problems encountered in using an 8-hit single board computer to accomplish kalman filter. Meanwhile，the single board computer itself has developed and found new applications be cause of its ability to make high precision operations of floating point arithmetic. The paper mainly consists of two parts，that is:(1)simulating experiments on a microcomputer; (2)compiling assembly program and accomplishing kalman filter in the single board computer.