My father took his seat at the head of the table.

Literal

Father [topic-は] table's head-seat's own-seat [at-に] sat-down.

自席 ('one's own seat') is a more compact Sino-Japanese compound for 自分の席, common in formal or written contexts. 上座 (かみざ) is the seat of honor.