This paper concerns the development of a signal processing algorithm for checkweigher to realize high speed and highly accurate measurement. Two types of low pass filtering techniques (IIR filter and FIR filter) are developed under the considerations on the dynamics of the checkweigher. The numerical simulations and the experiments on the checkweigher suggest that our algorithms proposed in this paper are effective enough to practical applications.