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In order to investigate the benefit of multiple-input multiple-output (MIMO) technique applying to the high altitude platform (HAP),a 2×2 MIMO statistical model,which can accurately describe the channel between HAP and high-speed train,is presented.And dual polarization diversity is particularly considered.Based on first-order three-state Markov chain,the single-input single-output (SISO) channel,a subset of the MIMO channel is first established.The ray tracing approach applied to the digital relief model (DRM) which covers the railway between Xi’an and Zhengzhou is used to obtain the state probability vector and matrix of the state transition probability.The proposed model considers both Doppler shift and temporal correlation,and the polarization correlation and spatial correlation statistical properties of large-scale fading and small-scale fading are analyzed.Moreover,useful numerical results on the MIMO HAP channel outage capacity are provided based on which,significant capacity gains with respect to the conventional SISO case are illustrated.Such statistical channel model can be applied to the future wireless communication system between HAP and high-speed train.