Two ships of the the Japanese Maritime Self-Defense Force (JMSDF) arrived on Tuesday in the Vietnamese naval base of Cam Ranh Bay in the South China Sea to join the naval drills aimed at keeping a check on China amid territorial disputes, media reported.