Judd was transported to a nearby hospital where he subsequently died of his injuries.
"Today is a tough day for the Peoria Police Department," Peoria Police Chief Art Miller said in announcing Judd's death.
Officer Judd was a U.S. Air Force veteran and had had served with the Peoria Police Department for 21 years.