The 'Lose Yourself', 41, chose to perform at the massive venue on July 11 after his original Hyde Park show was not given the approval, reported MTV news.
"I heard that I wasn't going to be approved to play in Hyde Park and it made me even more excited to play in London this summer," Eminem said.
"The easiest way to get me to do something is to tell me I can't do it. Thanks to the Royal Parks for making it all possible... For Wembley," he added.