To clean floor lamps, first, unplug them from the power source. Use a microfiber cloth or a feather duster to remove dust and debris from the lampshade, stand, and base. Avoid using water or harsh cleaning agents as they may damage the lamp. If necessary, you can lightly dampen the cloth with water or a mild cleaning solution specifically designed for lighting fixtures.