How to generate a 10Ghz signal?
I'd consider using a VCO like this one: -

Link to Synergy VCOs.
It can be stabilized by using a phase-locked-loop and a lower reference frequency as in this example that uses a slightly different VCO (same type and manufacturer of course): -


Link to ADF4156.

Link to ADF5001.