In [J. Milnor, Singular points of complex hypersurfaces, Annals of Mathematics Studies, No. 61 (Princeton University Press, Princeton, NJ, 1968).] Milnor proved that a real analytic map f : (ℝ n , 0) → (ℝ p , 0) , where n ≥ p , with an isolated critical point at the origin has a fibration on the tube f | : 𝔹 𝜀 n ∩ f − 1 (𝕊 δ p − 1) → 𝕊 δ p − 1 . Constructing a vector field such that (1) it is transverse to the spheres, and (2) it is transverse to the tubes, he "inflates" the tube to the sphere, to get a fibration φ : 𝕊 𝜀 n − 1 ∖ f − 1 (0) → 𝕊 p − 1 , but the projection is not necessarily given by f / ∥ f ∥ as in the complex case. In the case f has isolated critical value, in [J. L. Cisneros-Molina, J. Seade and J. Snoussi, Milnor fibrations and d -regularity for real analytic singularities, Internat. J. Math.21(4) (2010) 419–434.] it was proved that if the fibers inside a small tube are transverse to the sphere 𝕊 𝜀 , then it has a fibration on the tube. Also in [J. L. Cisneros-Molina, J. Seade and J. Snoussi, Milnor fibrations and d -regularity for real analytic singularities, Internat. J. Math.21(4) (2010) 419–434.], the concept of d -regularity was defined, it turns out that f is d -regular if and only if the map f / ∥ f ∥ : 𝕊 𝜀 n − 1 ∖ f − 1 (0) → 𝕊 p − 1 is a fiber bundle equivalent to the one on the tube. In a more general setting, the corresponding facts are proved in [J. L. Cisneros-Molina, A. Menegon, J. Seade and J. Snoussi, Fibration theorems and d -regularity for differentiable maps-germs with non-isolated critical value, Preprint (2017).], showing that if a locally surjective map f has a linear discriminant Δ with isolated singularity and a fibration on the tube f | : 𝔹 𝜀 n ∩ f − 1 (𝕊 δ p − 1 ∖ Δ) → 𝕊 δ p − 1 ∖ Δ , then f is d -regular if and only if the map f / ∥ f ∥ : 𝕊 𝜀 n − 1 ∖ f − 1 (Δ) → 𝕊 p − 1 ∖ 𝒜 (with 𝒜 the radial projection of Δ on 𝕊 p − 1 ) is a fiber bundle equivalent to the one on the tube. In this paper, we generalize this result for an arbitrary linear discriminant by constructing a vector field w ̃ which inflates the tube to the sphere in a controlled way, it satisfies properties analogous to the vector field constructed by Milnor in the complex setting: besides satisfying (1) and (2) above, it also satisfies that f / ∥ f ∥ is constant on the integral curves of w ̃. [ABSTRACT FROM AUTHOR]