where j and k are integers.
A wavelet is a small, localized wave in time or space and here satisfies the orthogonal condition. Since a wavelet has compact support, which means that its value becomes 0 outside a certain interval of time (Fig. 1), the time components of time-series data can be maintained during wavelet transformation.