I am preparing a scientific paper for IEEE using the IEEEtran style that gives a two column layout. However, URLs are not references and should be put in footnotes. Some of my URLs are long, too long to fit into one column, but short enough to make a single line across both columns. I know how to put floats and long tables and equations spanning both columns, but I have not been able to find any way to make the footnote span both columns. Any ideas?
The bigfoot package may be able to do this, but the documentation mainly reference the manyfoot package, which seems not able to do this. The ftnright package is not a solutions since it puts all footnotes in the right hand column. There are two related questions about the same issue in the ACM format and for the memoir document class, but both are largely unanswered, hence this post.
A code fragment illustrating the problem
\documentclass[10pt,conference,a4paper,twocolumn]{IEEEtran}
\usepackage[colorlinks,urlcolor=blue]{hyperref}
\begin{document}
Some random text\footnote{\url{
http://ec.europa.eu/digital-agenda/interoperability-standardisation-connecting-ehealth-services}}
\end{document}