The three little ones are being tipped to take to the stage in a tribute to their dad, reports The Daily Star.
It has been reported that they may sing one of his hits at the Los Angeles' Staples Centre.
Jackson was buried on September 3, 2009, at Forest Lawn Memorial Park in Glendale, California.
Image: Michael Jackson's children from left: Paris Jackson, Prince Michael Jackson II (also known as Blanket) and Prince Michael Jackson I stand with their aunt LaToya Jackson (far left) at a memorial service
Photographs: Garbiel Bouys/Reuters