For example, rename all PDF files with NewPrefix:
for selection in *.pdf; do mv -- "$selection" "Prefix$selection"; done
note: the — dashes allow the command to work even if the files start with dashes, otherwise they would be interpreted as command switches
Modified from StackOverflow.