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Maroon 5, a three-times Grammy-winning group led by Adam Levine, will be joined by rising star Scott and Atlanta native Big Boi, who was previously one half of rap group Outcast.
US media reported in October that Pop superstar Rihanna declined an offer to headline the show because she supported former NFL quarterback Colin Kaepernick and his protest against racial injustice.
The annual Super Bowl halftime show is one of the most high-profile entertainment events in the United States, drawing tens of millions of television viewers.
Previous performers have included Beyonce, Lady Gaga, Katy Perry, Madonna, Bruce Springsteen and Prince.
The 2018 Super Bowl when Justin Timberlake performed at halftime was watched by a television audience of 103 million, the biggest by far for any TV event in the United States.
CBS will broadcast the Super Bowl in 2019. Levine is a judge on the NBC talent show The Voice.