This is actually a really bad idea. Rats especially have VERY sensitive respiratory systems and constantly breathing in incense could be bad for their lungs.
I know I can't stand the smell of incense for even a few minutes.
With rodents you need ventilation and airflow and cleaning, not a smell bandaid.