Yes, if the PC is equipped with bluetooth.
Most desktop PCs don't support bluetooth without an external USB adapter, though many newer laptops have bluetooth support built in.
A bluetooth headset has a typical range of eight to ten meters and does not interfere with other bluetooth headsets in the area, so it is possible to have many people in a small environment using bluetooth headsets.