Well, yeah, because that's the Nyquist limit at that sample rate. The max frequency needs to be below that (22.999kHz would not be undersampled). Of course, all of these frequencies are in the ultrasound range anyway.

Reducing the sample rate could cause aliasing. Oversampling shouldn't.