A tax is imposed on each motor carrier who operates or causes the operation of a commercial motor vehicle on a highway in this State. The tax under this section is imposed whether the commercial motor vehicle is: owned by or leased to the motor carrier; operated loaded or empty; or operated for compensation or for no compensation.