Sure you can, if you have room for it. The biggest problem is, no one makes a mobile mount for it. Here's what I have done in the past is such situations.
I installed extra long leg bolts from the inside of the radio. These then when through a plate with wing nuts to hold the radio in place. Takes a little fabricating, but done right the radio will stay put.