The blast happened near a gathering of workers in Tayaran Square, about a kilometre (mile) from a sit-in held by supporters of influential Shia cleric Moqtada al-Sadr to demand political reforms.
No organisation claimed the attack but all suicide bombings carried out so far this year in the country have been claimed by Islamic State, the Sunni militant group that controls parts of northern and western Iraq.