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In this paper, the channel estimation method of Massive MIMO OFDM system in FDD mode is studied Space-time common sparsity in MIMO OFDM system is applied to deal with Massive MIMO channel.In order to Reduce the pilot frequency consumption and put forward a suitable estimation method