It can be done, but what kind of properties do you need from the finished weld? Check with a local welding supplier...they can give you the correct electrode and settings to use.
This is done frequently. Refer to AWS D1.6, weld information. If subjected to repeated dropping, the welds should be designed for a factored impact force and posibly fatigue.