Guglielmo Marconi is credited with inventing wireless telegraphy in the late 1890s. He successfully demonstrated long-distance wireless communication and was awarded the 1909 Nobel Prize in Physics for his contributions to wireless telegraphy. The other options (Caterin, Cayley, Gramme) are not associated with wireless invention.