Statistical theory of turbulence in viscid incompressible fluid, described by the Navier-Stokes equation driven by random force, is reformulated in terms of scale-dependent fields , defined as wavelet-coefficients of the velocity field taken at point with the resolution . Applying quantum field theory approach of stochastic hydrodynamics to the generating functional of random fields , we have shown the velocity field correlators $\langle {a_1}(x_1)\ldots {a_n}(x_n)\rangle$ to be finite by construction for the random stirring force acting at prescribed large scale . The study is performed in dimension. Since there are no divergences, regularization is not required, and the renormalization group invariance becomes merely a symmetry that relates velocity fluctuations of different scales in terms of the Kolmogorov-Richardson picture of turbulence development. The integration over the scale arguments is performed from the external scale down to the observation scale , which lies in Kolmogorov range . Our oversimplified model is full dissipative: interaction between scales is provided only locally by the gradient vertex , neglecting any effects or parity violation that might be responsible for energy backscatter. The corrections to viscosity and the pair velocity correlator are calculated in one-loop approximation. This gives the dependence of turbulent viscosity on observation scale and describes the scale dependence of the velocity field correlations.

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