It is not a linear motion as it goes up and down.
It is not circular .
It is not SHM as restarting force applied being due to gravity is not proportional to negative of displacement which is a requirement for SHM.
It is periodic (neglecting air drag, losses upon bouncing) as the ball reaches the top periodically.
Hence periodic motion is the correct answer.