Here is a good explanation, if you still do not understand the concept.
https://scalingbitcoin.org/transcript/milan2016/tumblebit ... It seems to
be a service built on top of Bitcoin to increase anonymity and privacy. We know Bitcoin is only pseudo-anonymous, so this service will increase
anonymity. Read the article, it explains everything in detail.