Some sort of voltage reference, say a zener diode, can be used. There are voltage reference chips too, of varying accuracy. Here the important parameter is current consumption - a zener is easy to bias at a very low current (although the voltage will be somewhat lower than nominal).
Its worth googling around for a power-management chip that already does all this...