Because they were too inexperienced or low in rank for the cavalry, foot soldiers came to be called this
The message came from the headquarters of an infantry regiment based ... 
of those too inexperienced or low in rank for cavalry," from infante "foot soldier,"... [DOC] [TLE] The Roman Army - The Roman Empire [PAR] Apr 8, 2012 ...