The defence battalion simulated warding off a "low- altitude, surprise" attack off China's east coast, and practised defending against "nuclear and biological weapons", according to China Military Online, the news website of the Chinese army.
The purpose of the drill in the Bohai Gulf early Tuesday was not immediately clear.
It came after Pyongyang on Sunday triggered global alarm with its most powerful nuclear blast to date, claiming to have successfully tested a hydrogen bomb.
"The Chinese navy is currently focused on improving its defence capabilities, therefore paying more attention to developing anti-missile capability," Song told AFP.
China has for some time been engaged in a modernisation of its once-backward armed forces, seeking military clout commensurate with its economic might, a drive that has caused unease among its regional neighbours.
Foreign ministry spokesman Geng Shuang said at a regular news briefing in Beijing today that he had no information on the drill.
Analysts say North Korea's escalating nuclear provocations are putting putative ally China in an increasing bind and may be part of a strategy to twist Beijing's arm into orchestrating direct talks between Pyongyang and Washington.
South Korea had responded to the North's nuclear test by saying it was strengthening its defences, in part by deploying more US-made Terminal High-Altitude Area Defense (THAAD) missile launchers.
The deployment has infuriated China, which has long argued it will destabilise the region and has retaliated against Seoul through unofficial economic sanctions.
The South also carried out an early-morning volley of ballistic missiles Monday simulating an attack on the North's nuclear test site, followed Tuesday by naval drills.
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