Yes, this sounds like a common allergic reaction that some people have to Splenda (sucralose). Full list of adverse reactions include: abdominal pain, rashes, skin flushing, ........, headaches, dizziness, and muscle aches.
I've had problems with sucralose as well, but hopefully won't with the...