Investigation of Electroencephalogram restoration from data contaminated by ocular artifact with wavelet analyses

It is very important to select basis for restoration of signal from noisy data with wavelet analyses according Donoho- Johnstone Theory. Thus signal decomposition in wavelet-basis is the convolution of wavelet function with signal. It is necessary to select basis for allocating some signal feature and the mother wavelet should be artifact like. In this study results of Electroencephalogram signal restoration from data contaminated by oculomotor activity is compared on different basis.