The stadium was the centerpiece of last year's Summer Olympic Games, but Chan's show next month is expected to be the first large-scale concert held there, the Shenzhen Daily said.
"When they asked me whether or not I would perform a concert at the Bird's Nest I could not help asking myself if I was qualified for this," Chan said at a news conference Wednesday. "Now with such a precious opportunity, I must spare no effort to do this well and put on a spectacular concert."
Chan has starred in the "Rush Hour" movies and was recently seen in "Shinjuku Incident."
The Shenzhen Daily said Hong Kong singer-songwriters Jonathan Lee and Emil Chau have been tapped to perform with Chan, but the names of other stars to take part in the concert haven't been announced yet.