According to some source of this information, Whitney Houston was experiencing some problems with her wardrobe and in her voice during her last performance in iTV XFactor.
Somehow, there are some unexpected problems would come to a performance of even a great singer and stage performers.
Here's a video of Whitney Houston on her performance in XFactor, I got it from YouTube: