Exposure to particulate matter has a wide range of health effects, including respiratory and cardiovascular diseases, and an increase in mortality rates. This study presents a novel design for an air-cushion floating purifier (ACFP) that uses water to remove particulate matter (PM) from the air in building courtyards. The proposed system naturally generates a thin layer of airstream across a water surface beneath a floating board, where the friction between air and water tends to adhere PM to the water. The performance of the ACFP was evaluated in 31 laboratory experiments by monitoring PM2.5 and PM10 concentrations. The experimental results demonstrated that the ACFP reduced PM2.5 and PM10 concentrations by 92.46 and 92.96 %, respectively, after 60 min of operation. The performance of ACFP can be improved by increasing the airflow rate and surface area of the generated air cushion. The installation of multiple ACFPs in large courtyards is expected to generate a large-scale air purification effect, allowing users to inhale cleaner air. The proposed conceptual design merits further investigation and development to aid individuals afflicted by air pollution in building courtyards, especially those of public buildings such as schools, offices, and hospital buildings.