In this work, inorganic tin-doped perovskite quantum dots (PQDs) are incorporated into carbon-based perovskite solar cells (PSCs) to improve their photovoltaic performance. On the one hand, by controlling the content of Sn2+ doping, the energy level of the tin-doped PQDs can be adjusted, to realize optimized band alignment and enhanced separation of photogenerated electron-hole pairs. On the other hand, the incorporation of tin-doped PQDs provided with a relatively high acceptor concentration due to the self-p-type doping effect, is able to reduce the width of the depletion region near the back surface of the perovskite, thereby enhancing the hole extraction. Especially, after the addition of CsSn0.2Pb0.8I3 QDs, improvement of the power conversion efficiency (PCE) from 12.80% to 14.22% can be obtained, in comparison to the pristine device. Moreover, the experimental results are analyzed through the simulation of the one-dimensional perovskite/tin-doped PQDs heterojunction.