Dear Anh. Thank you for your reply.
I tried deactivating Advanced TinyMCE plugin. The wysiwyg of the second group is still broken.
I noticed that it works if I set different id to the wysiwyg fields but I don't understand why I have to do that. Setting different id for groups ins't sufficent ?