Sina Sports and China Radio International said Chinese Football Association officials met with Perrin on Thursday and opted to remove him despite two games remaining in the second round of their World Cup and Asian Cup qualifying campaign.
China, ranked 82nd in the world by FIFA, are third in Group C with two home matches against Maldives and Qatar to come in March.
The Qataris have already secured top spot in the group and a place in the third round of the World Cup qualifiers in Asia with China chasing one of the best runners-up spots to join them.
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Perrin, who has coached mainly in France and Asia, took charge of China in February 2014 but his popularity fell after two goalless draws with arch-rivals Hong Kong in the current campaign.
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