In a text message to journalists, Taliban spokesman Qari Yousuf Ahmadi said the group was behind the early-morning attack.
The explosion happened in Lashkar Gah, capital of Helmand province.
A least 19 other people were wounded in the explosion, according to Omar Zwak, a spokesman for the province.