Which part of speech is a antecedent?

An antecedent is not a part of speech. It's a grammatical term that refers to the noun or pronoun that a pronoun refers to.

For example, in the sentence "The cat sat on the mat and licked its paws," the antecedent is "the mat" because the pronoun "its" refers to the mat.