Police arrested Jonathan Whooper Monday after officials recognized him as a man who threw a chair through a glass door at the pop star's Pacific Palisades home Sept. 29.
Court documents said Whooper allegedly broke into her home but when he couldn't disarm her alarm system, he left. When he returned Monday, he told security guards he was "there to see Rihanna."
When he was ordered to leave, Whooper said, "Do you know who I am? I am Rihanna's future husband!"
Police charged Whooper with prowling and felony attempted burglary, vandalism and stalking.
A judge issued a temporary restraining order against Whooper, requiring him to remain at least 100 yards away from Rihanna, TMZ said.