Earlier in the day an explosive-laden car blew up at a checkpoint near the palace.
Former Minister of Internal Security and current MP Abdirizak Mohamed said that two MPs had sought shelter in his house, fleeing the explosion.
No armed group operating in the region has claimed responsibility for the explosion yet.