Yes, you can limit or prohibit use of personal devices during work hours. Employees can be expected to give their undivided attention to the work you pay them to perform, and if that means phones need to be silenced or put away, you are entitled to make this request. An all-out ban on phone use may not be necessary.
Click here to learn more about other approaches to personal phone use policies.