The ceramic fiber blanket is formed by special aluminum silicate ceramic fiber filament through special double-sided needle-punching process. After double-sided needling process, the interweaving degree, delamination resistance, tensile strength and surface smoothness of the fiber are greatly improved. The fiber blanket does not contain any organic binder to ensure that the ceramic fiber blanket has good manufacturability and stability under high and low temperature conditions.