A former member of parliament, the sheikh was head of the powerful Aniza tribe, which has members in neighboring Kuwait and Saudi Arabia as well as in Iraq.
The blast also wounded 14 people, Dulaimi said.
There was no immediate claim of responsibility for the attack, but suicide bombings are a tactic almost exclusively employed by extremist groups in Iraq, including ISIL.