Of course!
As long as your parents are willing! The Constitution does not stipulate that children must take their father's surname.
I know a friend whose father’s surname is Bao. He thinks the surname Bao is not nice. He has been called Baozi since he was a child. He doesn’t want his daughter to be teased like this, so he named his eldest daughter Yujing and his younger daughter Yujing. They were named Xueqing. Neither daughter had a surname, so that was the name on their ID cards. A friend said that her parents thought that a name was just a code name for a person! What enlightened parents!