Abstract: The technology of settlement monitoring in the railway high speed passenger dedicated line was introduced and the application of autoregressive model in data processing of settlement monitoring was discussed, then the tunnel settlement data was analyzed by the equal dimension autoregressive model, in which the engineering quality was guaranteed and the construction cost was decreased.