Binary self-similar fractal functions

A new type of fractal functions of one variable is defined, called binary self-similar. By algorithms of Walsh and Haar, from any self-similar function $f_0$, an orthonormal system $f_0,f_1,f_2,\ldots$ is build. The definition of binary self-similar function may be generalized for functions of two and three variables.