In this paper we develop a new way to study the global existence and uniqueness for the Navier-Stokes equation (NS) and consider the initial data in a class of modulation spaces with exponentially decaying weights for which the norms are defined by The space is a rather rough function space and cannot be treated as a subspace of tempered distributions. For example, we have the embedding for all and . It is known that () is a super-critical space of NS, it follows that () is also super-critical for NS. We show that NS has a unique global mild solution if the initial data belong to () and their Fourier transforms are supported in $ ^d_I:= {\xi\in ^d: \ \xi_i \geq 0, , i=1,…,d}E^s_{r,1}2< r \leq d$. Our results imply that NS has a unique global solution if the initial value is in with ${\rm supp} , \widehat{u}_0 , \subset ^d_I$.

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