Trans. of IEE Japan, Vol.122-C, No.8, pp.1383-1384 (in Japanese)



A system identification method for nonuniform sampling data
based on missing data estimation

S.Adachi and M.Tanji

Abstract

In this letter, a system identification method for nonuniform sampling data is proposed. First, nonuniform sampling data is transformed to uniform sampling data whose sampling period is smaller than the original data. Second, a system identification method with missing data estimation is applied to the transformed data, since the transformed data contains a lot of missing data, Finally, the effectiveness of the proposed method is examined though a numerical example.

Key words: system identification, nonuniform sampling data, missing data estimation