Let n≥1 be a natural number, let ∥⋅∥ be the Euclidean norm on Euclidean space Rn, let d denote the Euclidean distance, a metric on each Euclidean space, and let λn be Lebesgue measure on the Borel σ-algebra of Rn. Write Bˉ(x,r) for the closed ball in (Rn,d).
Let Ω⊆Rn be open in (Rn,d), let f:Ω→R be continuous on Ω as a map from (Rn,d) to (R,d), let δ>0 be a real number, and let ρ:Rn→R be continuous on Rn with ρ(y)=0 for every y with ∥y∥>δ. Let
Ωδ={x∈Rn:Bˉ(x,δ)⊆Ω},
the set shown to be open in The δ-Interior of an Open Subset of Rn is Open, and for x∈Ωδ let hx:Rn→R be given by hx(y)=f(x−y)ρ(y) for those y with x−y∈Ω and hx(y)=0 for all other y, the difference x−y being that of Difference, Dot Product, and Orthogonality in Rn.
The convolution of f with ρ is the function f∗ρ:Ωδ→R given by
(f∗ρ)(x)=∫Rnhxdλn(x∈Ωδ),
the integral being that of Integrable Function and the Lebesgue Integral; it is a real number, since hx is integrable by claim 1 of The Convolution Integrand is Continuous, Compactly Supported and Integrable.