Based on the Fresnel diffraction integral, complex Gaussian function expansion and complex analytical signals method, the approximate analytical expression for ultrashort pulsed Bessel-Gaussian beams diffracted by an circular aperture in free space is derived. The normalized power spectrum, transversal intensity distribution, and optical pulse shape of ultrashort pulsed Bessel-Gaussian beam are studied in detail.