The protest will be held at Jantar Mantar.
An AAP spokesperson said Kejriwal would join the protest of the auto drivers as their demands were "genuine".
Last week, Kejriwal had announced his decision to take on Chief Minister Sheila Dikshit in the Delhi Assembly elections.