Do you mean something like the first or the second circle?

The code in which they are realized is:
\documentclass{article}
\usepackage{tikz}
\begin{document}
\begin{tikzpicture}
\filldraw[even odd rule,inner color=red,outer color=white] (0,0) circle (2.2);
\draw(0,0) circle (1.8);
\begin{scope}[xshift=6cm]
\filldraw[even odd rule,inner color=red,outer color=red!5] (0,0) circle (1.8);
\draw(0,0) circle (2.2);
\end{scope}
\end{tikzpicture}
\end{document}
As said by percusse, the only possible approach is to define a new radial shading. Here is an example:
\documentclass{article}
\usepackage{tikz}
\pgfdeclareradialshading{ring}{\pgfpoint{0cm}{0cm}}%
{rgb(0cm)=(1,1,1);
rgb(0.7cm)=(1,1,1);
rgb(0.719cm)=(1,1,1);
rgb(0.72cm)=(0.975,0,0);
rgb(0.9cm)=(1,1,1)}
\begin{document}
\begin{tikzpicture}
\filldraw[shading=ring] (0,0) circle (2.2);
\draw[fill=white](0,0) circle (1.8);
\begin{scope}[xshift=6cm]
\filldraw[shading=ring] (0,0) circle (2.2);
\draw(0,0) circle (1.8);
\end{scope}
\end{tikzpicture}
\end{document}
This gives you:

which I guess is your purpose. Notice that the option fill=white is not really needed, but it has been used to compare the two results.
A simple add to customize colors: the option is identical to what defined in How to shade mindmap concepts?.
The code:
\documentclass{article}
\usepackage{tikz}
\makeatletter
\pgfdeclareradialshading[tikz@ball]{ring}{\pgfpoint{0cm}{0cm}}%
{rgb(0cm)=(1,1,1);
rgb(0.719cm)=(1,1,1);
color(0.72cm)=(tikz@ball);
rgb(0.9cm)=(1,1,1)}
\tikzoption{ring color}{\pgfutil@colorlet{tikz@ball}{#1}\def\tikz@shading{ring}\tikz@addmode{\tikz@mode@shadetrue}}
\makeatother
\begin{document}
\begin{tikzpicture}
\filldraw[shading=ring, ring color=red] (0,0) circle (2.2cm);
\draw(0,0) circle (1.8cm);
\begin{scope}[xshift=7cm]
\filldraw[shading=ring] (0,0) circle (3) circle (2.45);
\end{scope}
\end{tikzpicture}
\end{document}
The result:

ringshading is really target with the dimension you provide in your MWE. Thus in case you wonder to reduce/increase the radius you should also change a bit the position of the shading in which the color starts to be redrgb(0.72cm)=(0.975,0,0);. To change the position, just adjust(0.72cm)which is simply the distance from the circle center. – Claudio Fiandrino Nov 12 '12 at 17:50