Well, its not like in time period, a great deal of training would have been required to be a city guardsman. Perhaps a staffed armed levy, from nearby towns or holdings, could have been raised to supplement the standing guard? Or maybe requiring arriving lords to provided men from their retainers to assist the guard or the Imperial government hired mercenaries?