Additional answer:
Using a diode to do half-wave rectification can reduce the forward voltage drop of a PN junction, but it will also increase the ripple, especially in the case of large load current may not be worth the loss, if the load current is small (such as only ten milliamps), then you can use a diode to do half-wave rectification, but the capacity of the filter capacitor should be increased.