The assault was caught on surveillance earlier this week.
The robber knocked 72 year old Livingston Barker to the ground while he was getting food at a Chinese takeout at 129 West Chelten Avenue.
Police have arrested 19-year-old Tyrell Langford of the 400 Block of East Ashmead Street and a 16-year-old accomplice.