Of course you can bring it but beware!

A new car bought in UAE will probably not be serviced by the main dealer here under warranty.

A friend tried to import an old car and they wouldn't let it in, cost almost 100,000 QR in port charges, before it was resolved.

You have the added complication of driving through Saudi if coming overland.

Check everything before you try this.