 This study demonstrated that a small profile augmented reality, AR, headset can be used to develop a reliable and efficient steady-state motion visually evoked potential, SUMVEP, brain-computer interface, BCI. The study found that the AR SUMVEP BCI was more robust than the AR SUMVEP BCI when tested under different background conditions. Furthermore, the AR SUMVEP BCI provided higher decoding accuracy than the AR SUMVEP BCI. These findings demonstrate the feasibility of developing a low-cost AR headset-based BCI system for applications such as gaming or rehabilitation. This article was authored by Arvind Ravi, Jing Liu, Sarah Pierce, and others.