It is known that high quality proton beams can be produced in the radiation pressure acceleration (RPA) by using a circularly polarized ultraintense super-Gaussian laser. However, a transverse mismatching phenomenon between the laser intensity profile and the particle spatial distribution appears in the later stage of RPA, which leads to a decompression of proton beam and broadening of the energy spectrum. To weaken this effect, a new scheme with an additional plasma channel located behind a thin hydrogen foil is proposed. It is found that a good local matching can be maintained when the laser pulse propagates in the channel, which contributes to a stable RPA for a longer time. Two-dimensional particle-in-cell simulations show that the proton beam has a peak energy of 2.0 GeV and energy spread of 13.8% at t ¼ 300 fs. With further acceleration until t ¼ 500 fs, a better quality beam with about 40% increase in peak energy and 26.2% improvement in energy conversion efficiency for high-energy protons (≥1.5 GeV) can be obtained finally. Meanwhile, the energy spread drops from 100% to 28.5%. This work may provide a more promising way to generate the high quality proton beam.